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ORCIDBibTeX records: Naftali Tishby
@article{DBLP:journals/corr/abs-2301-00005,
author = {Stas Tiomkin and
Ilya Nemenman and
Daniel Polani and
Naftali Tishby},
title = {Intrinsic Motivation in Dynamical Control Systems},
journal = {CoRR},
volume = {abs/2301.00005},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.00005},
doi = {10.48550/ARXIV.2301.00005},
eprinttype = {arXiv},
eprint = {2301.00005},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-00005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/AmirTN22,
author = {Nadav Amir and
Naftali Tishby and
Israel Nelken},
title = {A simple model of the attentional blink and its modulation by mental
training},
journal = {PLoS Comput. Biol.},
volume = {18},
number = {8},
year = {2022},
url = {https://doi.org/10.1371/journal.pcbi.1010398},
doi = {10.1371/JOURNAL.PCBI.1010398},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/AmirTN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/AgrnonBOT21,
author = {Shlomi Agmon and
Etam Benger and
Or Ordentlich and
Naftali Tishby},
title = {Critical Slowing Down Near Topological Transitions in Rate-Distortion
Problems},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2021,
Melbourne, Australia, July 12-20, 2021},
pages = {2625--2630},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISIT45174.2021.9517956},
doi = {10.1109/ISIT45174.2021.9517956},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isit/AgrnonBOT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02646,
author = {Shlomi Agmon and
Etam Benger and
Or Ordentlich and
Naftali Tishby},
title = {Critical Slowing Down Near Topological Transitions in Rate-Distortion
Problems},
journal = {CoRR},
volume = {abs/2103.02646},
year = {2021},
url = {https://arxiv.org/abs/2103.02646},
eprinttype = {arXiv},
eprint = {2103.02646},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08956,
author = {Hagai Rappeport and
Irit Levin Reisman and
Naftali Tishby and
Nathalie Q. Balaban},
title = {Detecting chaos in lineage-trees: {A} deep learning approach},
journal = {CoRR},
volume = {abs/2106.08956},
year = {2021},
url = {https://arxiv.org/abs/2106.08956},
eprinttype = {arXiv},
eprint = {2106.08956},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/PainskyFT20,
author = {Amichai Painsky and
Meir Feder and
Naftali Tishby},
title = {Nonlinear Canonical Correlation Analysis: {A} Compressed Representation
Approach},
journal = {Entropy},
volume = {22},
number = {2},
pages = {208},
year = {2020},
url = {https://doi.org/10.3390/e22020208},
doi = {10.3390/E22020208},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/PainskyFT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/Levi-AharoniST20,
author = {Hadar Levi{-}Aharoni and
Oren Shriki and
Naftali Tishby},
title = {Surprise response as a probe for compressed memory states},
journal = {PLoS Comput. Biol.},
volume = {16},
number = {2},
year = {2020},
url = {https://doi.org/10.1371/journal.pcbi.1007065},
doi = {10.1371/JOURNAL.PCBI.1007065},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/Levi-AharoniST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/AmirSTSTN20,
author = {Nadav Amir and
Reut Suliman{-}Lavie and
Maayan Tal and
Sagiv Shifman and
Naftali Tishby and
Israel Nelken},
title = {Value-complexity tradeoff explains mouse navigational learning},
journal = {PLoS Comput. Biol.},
volume = {16},
number = {12},
year = {2020},
url = {https://doi.org/10.1371/journal.pcbi.1008497},
doi = {10.1371/JOURNAL.PCBI.1008497},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/AmirSTSTN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/HechtTKTBT20,
author = {Ron M. Hecht and
Ariel Telpaz and
Gila Kamhi and
Omer Tsimhoni and
Aharon Bar{-}Hillel and
Naftali Tishby},
editor = {Stephanie Denison and
Michael Mack and
Yang Xu and
Blair C. Armstrong},
title = {Modeling the Effect of Driver's Eye Gaze Pattern Under Workload: Gaussian
Mixture Approach},
booktitle = {Proceedings of the 42th Annual Meeting of the Cognitive Science Society
- Developing a Mind: Learning in Humans, Animals, and Machines, CogSci
2020, virtual, July 29 - August 1, 2020},
publisher = {cognitivesciencesociety.org},
year = {2020},
url = {https://cogsci.mindmodeling.org/2020/papers/0371/index.html},
timestamp = {Wed, 17 Apr 2024 12:42:59 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/HechtTKTBT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04641,
author = {Zoe Piran and
Ravid Shwartz{-}Ziv and
Naftali Tishby},
title = {The Dual Information Bottleneck},
journal = {CoRR},
volume = {abs/2006.04641},
year = {2020},
url = {https://arxiv.org/abs/2006.04641},
eprinttype = {arXiv},
eprint = {2006.04641},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/thms/HechtBTTT19,
author = {Ron M. Hecht and
Aharon Bar{-}Hillel and
Ariel Telpaz and
Omer Tsimhoni and
Naftali Tishby},
title = {Information Constrained Control Analysis of Eye Gaze Distribution
Under Workload},
journal = {{IEEE} Trans. Hum. Mach. Syst.},
volume = {49},
number = {6},
pages = {474--484},
year = {2019},
url = {https://doi.org/10.1109/THMS.2019.2930996},
doi = {10.1109/THMS.2019.2930996},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/thms/HechtBTTT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/topics/ZaslavskyKTR19,
author = {Noga Zaslavsky and
Charles Kemp and
Naftali Tishby and
Terry Regier},
title = {Color Naming Reflects Both Perceptual Structure and Communicative
Need},
journal = {Top. Cogn. Sci.},
volume = {11},
number = {1},
pages = {207--219},
year = {2019},
url = {https://doi.org/10.1111/tops.12395},
doi = {10.1111/TOPS.12395},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/topics/ZaslavskyKTR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/ZaslavskyGKTR19,
author = {Noga Zaslavsky and
Karee Garvin and
Charles Kemp and
Naftali Tishby and
Terry Regier},
editor = {Ashok K. Goel and
Colleen M. Seifert and
Christian Freksa},
title = {Evolution and efficiency in color naming: The case of Nafaanra},
booktitle = {Proceedings of the 41th Annual Meeting of the Cognitive Science Society,
CogSci 2019: Creativity + Cognition + Computation, Montreal, Canada,
July 24-27, 2019},
pages = {68},
publisher = {cognitivesciencesociety.org},
year = {2019},
url = {https://mindmodeling.org/cogsci2019/papers/0033/index.html},
timestamp = {Wed, 17 Apr 2024 12:43:09 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/ZaslavskyGKTR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/ZaslavskyRTK19,
author = {Noga Zaslavsky and
Terry Regier and
Naftali Tishby and
Charles Kemp},
editor = {Ashok K. Goel and
Colleen M. Seifert and
Christian Freksa},
title = {Semantic categories of artifacts and animals reflect efficient coding},
booktitle = {Proceedings of the 41th Annual Meeting of the Cognitive Science Society,
CogSci 2019: Creativity + Cognition + Computation, Montreal, Canada,
July 24-27, 2019},
pages = {1254--1260},
publisher = {cognitivesciencesociety.org},
year = {2019},
url = {https://mindmodeling.org/cogsci2019/papers/0229/index.html},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/ZaslavskyRTK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/ZaslavskyKTR19,
author = {Noga Zaslavsky and
Charles Kemp and
Naftali Tishby and
Terry Regier},
editor = {Ashok K. Goel and
Colleen M. Seifert and
Christian Freksa},
title = {Communicative need and color naming},
booktitle = {Proceedings of the 41th Annual Meeting of the Cognitive Science Society,
CogSci 2019: Creativity + Cognition + Computation, Montreal, Canada,
July 24-27, 2019},
pages = {3613},
publisher = {cognitivesciencesociety.org},
year = {2019},
url = {https://mindmodeling.org/cogsci2019/papers/0918/index.html},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/ZaslavskyKTR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HechtTKBT19,
author = {Ron M. Hecht and
Ariel Telpaz and
Gila Kamhi and
Aharon Bar{-}Hillel and
Naftali Tishby},
title = {Information Constrained Control for Visual Detection of Important
Areas},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {4080--4084},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683281},
doi = {10.1109/ICASSP.2019.8683281},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HechtTKBT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-04562,
author = {Noga Zaslavsky and
Terry Regier and
Naftali Tishby and
Charles Kemp},
title = {Semantic categories of artifacts and animals reflect efficient coding},
journal = {CoRR},
volume = {abs/1905.04562},
year = {2019},
url = {http://arxiv.org/abs/1905.04562},
eprinttype = {arXiv},
eprint = {1905.04562},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-04562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pnas/ZaslavskyKRT18,
author = {Noga Zaslavsky and
Charles Kemp and
Terry Regier and
Naftali Tishby},
title = {Efficient compression in color naming and its evolution},
journal = {Proc. Natl. Acad. Sci. {USA}},
volume = {115},
number = {31},
pages = {7937--7942},
year = {2018},
url = {https://doi.org/10.1073/pnas.1800521115},
doi = {10.1073/PNAS.1800521115},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pnas/ZaslavskyKRT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/ZaslavskyKRT18,
author = {Noga Zaslavsky and
Charles Kemp and
Terry Regier and
Naftali Tishby},
editor = {Chuck Kalish and
Martina A. Rau and
Xiaojin (Jerry) Zhu and
Timothy T. Rogers},
title = {Information-theoretic efficiency and semantic variation: The case
of color naming},
booktitle = {Proceedings of the 40th Annual Meeting of the Cognitive Science Society,
CogSci 2018, Madison, WI, USA, July 25-28, 2018},
publisher = {cognitivesciencesociety.org},
year = {2018},
url = {https://mindmodeling.org/cogsci2018/papers/0035/index.html},
timestamp = {Wed, 17 Apr 2024 12:43:20 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/ZaslavskyKRT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/ZaslavskyKTR18,
author = {Noga Zaslavsky and
Charles Kemp and
Naftali Tishby and
Terry Regier},
editor = {Chuck Kalish and
Martina A. Rau and
Xiaojin (Jerry) Zhu and
Timothy T. Rogers},
title = {Color naming reflects both perceptual structure and communicative
need},
booktitle = {Proceedings of the 40th Annual Meeting of the Cognitive Science Society,
CogSci 2018, Madison, WI, USA, July 25-28, 2018},
publisher = {cognitivesciencesociety.org},
year = {2018},
url = {https://mindmodeling.org/cogsci2018/papers/0244/index.html},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/ZaslavskyKTR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-06165,
author = {Noga Zaslavsky and
Charles Kemp and
Naftali Tishby and
Terry Regier},
title = {Color naming reflects both perceptual structure and communicative
need},
journal = {CoRR},
volume = {abs/1805.06165},
year = {2018},
url = {http://arxiv.org/abs/1805.06165},
eprinttype = {arXiv},
eprint = {1805.06165},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-06165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-03353,
author = {Noga Zaslavsky and
Charles Kemp and
Terry Regier and
Naftali Tishby},
title = {Efficient human-like semantic representations via the Information
Bottleneck principle},
journal = {CoRR},
volume = {abs/1808.03353},
year = {2018},
url = {http://arxiv.org/abs/1808.03353},
eprinttype = {arXiv},
eprint = {1808.03353},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-03353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-13259,
author = {Amichai Painsky and
Meir Feder and
Naftali Tishby},
title = {An Information-Theoretic Framework for Non-linear Canonical Correlation
Analysis},
journal = {CoRR},
volume = {abs/1810.13259},
year = {2018},
url = {http://arxiv.org/abs/1810.13259},
eprinttype = {arXiv},
eprint = {1810.13259},
timestamp = {Thu, 08 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-13259.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PainskyT17,
author = {Amichai Painsky and
Naftali Tishby},
title = {Gaussian Lower Bound for the Information Bottleneck Limit},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {213:1--213:29},
year = {2017},
url = {http://jmlr.org/papers/v18/17-398.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PainskyT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/WangBZTS17,
author = {Siwei Wang and
Alexander Borst and
Noga Zaslavsky and
Naftali Tishby and
Idan Segev},
title = {Efficient encoding of motion is mediated by gap junctions in the fly
visual system},
journal = {PLoS Comput. Biol.},
volume = {13},
number = {12},
year = {2017},
url = {https://doi.org/10.1371/journal.pcbi.1005846},
doi = {10.1371/JOURNAL.PCBI.1005846},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ploscb/WangBZTS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TiomkinPT17,
author = {Stas Tiomkin and
Daniel Polani and
Naftali Tishby},
title = {Control Capacity of Partially Observable Dynamic Systems in Continuous
Time},
journal = {CoRR},
volume = {abs/1701.04984},
year = {2017},
url = {http://arxiv.org/abs/1701.04984},
eprinttype = {arXiv},
eprint = {1701.04984},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TiomkinPT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoshkovitzT17,
author = {Michal Moshkovitz and
Naftali Tishby},
title = {Mixing Complexity and its Applications to Neural Networks},
journal = {CoRR},
volume = {abs/1703.00729},
year = {2017},
url = {http://arxiv.org/abs/1703.00729},
eprinttype = {arXiv},
eprint = {1703.00729},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoshkovitzT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Shwartz-ZivT17,
author = {Ravid Shwartz{-}Ziv and
Naftali Tishby},
title = {Opening the Black Box of Deep Neural Networks via Information},
journal = {CoRR},
volume = {abs/1703.00810},
year = {2017},
url = {http://arxiv.org/abs/1703.00810},
eprinttype = {arXiv},
eprint = {1703.00810},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Shwartz-ZivT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TiomkinT17,
author = {Stas Tiomkin and
Naftali Tishby},
title = {A Unified Bellman Equation for Causal Information and Value in Markov
Decision Processes},
journal = {CoRR},
volume = {abs/1703.01585},
year = {2017},
url = {http://arxiv.org/abs/1703.01585},
eprinttype = {arXiv},
eprint = {1703.01585},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TiomkinT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-02421,
author = {Amichai Painsky and
Naftali Tishby},
title = {Gaussian Lower Bound for the Information Bottleneck Limit},
journal = {CoRR},
volume = {abs/1711.02421},
year = {2017},
url = {http://arxiv.org/abs/1711.02421},
eprinttype = {arXiv},
eprint = {1711.02421},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-02421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-03524,
author = {Michal Moshkovitz and
Naftali Tishby},
title = {A General Memory-Bounded Learning Algorithm},
journal = {CoRR},
volume = {abs/1712.03524},
year = {2017},
url = {http://arxiv.org/abs/1712.03524},
eprinttype = {arXiv},
eprint = {1712.03524},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-03524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/RubinUNT16,
author = {Jonathan Rubin and
Nachum Ulanovsky and
Israel Nelken and
Naftali Tishby},
title = {The Representation of Prediction Error in Auditory Cortex},
journal = {PLoS Comput. Biol.},
volume = {12},
number = {8},
year = {2016},
url = {https://doi.org/10.1371/journal.pcbi.1005058},
doi = {10.1371/JOURNAL.PCBI.1005058},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/RubinUNT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/FoxT16,
author = {Roy Fox and
Naftali Tishby},
title = {Minimum-information {LQG} control Part {II:} Retentive controllers},
booktitle = {55th {IEEE} Conference on Decision and Control, {CDC} 2016, Las Vegas,
NV, USA, December 12-14, 2016},
pages = {5603--5609},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CDC.2016.7799130},
doi = {10.1109/CDC.2016.7799130},
timestamp = {Fri, 04 Mar 2022 13:29:43 +0100},
biburl = {https://dblp.org/rec/conf/cdc/FoxT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/FoxT16a,
author = {Roy Fox and
Naftali Tishby},
title = {Minimum-information {LQG} control part {I:} Memoryless controllers},
booktitle = {55th {IEEE} Conference on Decision and Control, {CDC} 2016, Las Vegas,
NV, USA, December 12-14, 2016},
pages = {5610--5616},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CDC.2016.7799131},
doi = {10.1109/CDC.2016.7799131},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/FoxT16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FoxPT16,
author = {Roy Fox and
Ari Pakman and
Naftali Tishby},
editor = {Alexander Ihler and
Dominik Janzing},
title = {Taming the Noise in Reinforcement Learning via Soft Updates},
booktitle = {Proceedings of the Thirty-Second Conference on Uncertainty in Artificial
Intelligence, {UAI} 2016, June 25-29, 2016, New York City, NY, {USA}},
publisher = {{AUAI} Press},
year = {2016},
url = {http://auai.org/uai2016/proceedings/papers/219.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/FoxPT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OrtegaT16,
author = {Pedro A. Ortega and
Naftali Tishby},
title = {Memory controls time perception and intertemporal choices},
journal = {CoRR},
volume = {abs/1604.05129},
year = {2016},
url = {http://arxiv.org/abs/1604.05129},
eprinttype = {arXiv},
eprint = {1604.05129},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OrtegaT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FoxT16,
author = {Roy Fox and
Naftali Tishby},
title = {Minimum-Information {LQG} Control - Part {I:} Memoryless Controllers},
journal = {CoRR},
volume = {abs/1606.01946},
year = {2016},
url = {http://arxiv.org/abs/1606.01946},
eprinttype = {arXiv},
eprint = {1606.01946},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FoxT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FoxT16a,
author = {Roy Fox and
Naftali Tishby},
title = {Minimum-Information {LQG} Control - Part {II:} Retentive Controllers},
journal = {CoRR},
volume = {abs/1606.01947},
year = {2016},
url = {http://arxiv.org/abs/1606.01947},
eprinttype = {arXiv},
eprint = {1606.01947},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FoxT16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FoxMT16,
author = {Roy Fox and
Michal Moshkovitz and
Naftali Tishby},
title = {Principled Option Learning in Markov Decision Processes},
journal = {CoRR},
volume = {abs/1609.05524},
year = {2016},
url = {http://arxiv.org/abs/1609.05524},
eprinttype = {arXiv},
eprint = {1609.05524},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FoxMT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AmirNT16,
author = {Nadav Amir and
Israel Nelken and
Naftali Tishby},
title = {A Simple Model of Attentional Blink},
journal = {CoRR},
volume = {abs/1611.08913},
year = {2016},
url = {http://arxiv.org/abs/1611.08913},
eprinttype = {arXiv},
eprint = {1611.08913},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AmirNT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/AmirTT15,
author = {Nadav Amir and
Stas Tiomkin and
Naftali Tishby},
title = {Past-future Information Bottleneck for linear feedback systems},
booktitle = {54th {IEEE} Conference on Decision and Control, {CDC} 2015, Osaka,
Japan, December 15-18, 2015},
pages = {5737--5742},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CDC.2015.7403120},
doi = {10.1109/CDC.2015.7403120},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/AmirTT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/HechtBTLTT15,
author = {Ron M. Hecht and
Aharon Bar{-}Hillel and
Stas Tiomkin and
Hadar Levi and
Omer Tsimhoni and
Naftali Tishby},
title = {Cognitive workload and vocabulary sparseness: theory and practice},
booktitle = {{INTERSPEECH} 2015, 16th Annual Conference of the International Speech
Communication Association, Dresden, Germany, September 6-10, 2015},
pages = {3394--3398},
publisher = {{ISCA}},
year = {2015},
url = {https://doi.org/10.21437/Interspeech.2015-672},
doi = {10.21437/INTERSPEECH.2015-672},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/HechtBTLTT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itw/TishbyZ15,
author = {Naftali Tishby and
Noga Zaslavsky},
title = {Deep learning and the information bottleneck principle},
booktitle = {2015 {IEEE} Information Theory Workshop, {ITW} 2015, Jerusalem, Israel,
April 26 - May 1, 2015},
pages = {1--5},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ITW.2015.7133169},
doi = {10.1109/ITW.2015.7133169},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/itw/TishbyZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TishbyZ15,
author = {Naftali Tishby and
Noga Zaslavsky},
title = {Deep Learning and the Information Bottleneck Principle},
journal = {CoRR},
volume = {abs/1503.02406},
year = {2015},
url = {http://arxiv.org/abs/1503.02406},
eprinttype = {arXiv},
eprint = {1503.02406},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TishbyZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OrtegaBDKT15,
author = {Pedro A. Ortega and
Daniel A. Braun and
Justin Dyer and
Kee{-}Eung Kim and
Naftali Tishby},
title = {Information-Theoretic Bounded Rationality},
journal = {CoRR},
volume = {abs/1512.06789},
year = {2015},
url = {http://arxiv.org/abs/1512.06789},
eprinttype = {arXiv},
eprint = {1512.06789},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/OrtegaBDKT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FoxPT15,
author = {Roy Fox and
Ari Pakman and
Naftali Tishby},
title = {G-Learning: Taming the Noise in Reinforcement Learning via Soft Updates},
journal = {CoRR},
volume = {abs/1512.08562},
year = {2015},
url = {http://arxiv.org/abs/1512.08562},
eprinttype = {arXiv},
eprint = {1512.08562},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FoxPT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FoxT15,
author = {Roy Fox and
Naftali Tishby},
title = {Optimal Selective Attention in Reactive Agents},
journal = {CoRR},
volume = {abs/1512.08575},
year = {2015},
url = {http://arxiv.org/abs/1512.08575},
eprinttype = {arXiv},
eprint = {1512.08575},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FoxT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/OrtegaBT14,
author = {Pedro A. Ortega and
Daniel A. Braun and
Naftali Tishby},
title = {Monte Carlo methods for exact {\&} efficient solution of the generalized
optimality equations},
booktitle = {2014 {IEEE} International Conference on Robotics and Automation, {ICRA}
2014, Hong Kong, China, May 31 - June 7, 2014},
pages = {4322--4327},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICRA.2014.6907488},
doi = {10.1109/ICRA.2014.6907488},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/OrtegaBT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/MoshkovitzT14,
author = {Michal Moshkovitz and
Naftali Tishby},
title = {Control your information for better predictions},
booktitle = {2014 {IEEE} International Symposium on Information Theory, Honolulu,
HI, USA, June 29 - July 4, 2014},
pages = {916--920},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISIT.2014.6874966},
doi = {10.1109/ISIT.2014.6874966},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/MoshkovitzT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SabatoST13,
author = {Sivan Sabato and
Nathan Srebro and
Naftali Tishby},
title = {Distribution-dependent sample complexity of large margin learning},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2119--2149},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567729},
doi = {10.5555/2567709.2567729},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SabatoST13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/HechtNDZBT13,
author = {Ron M. Hecht and
Elad Noor and
Gil Dobry and
Yaniv Zigel and
Aharon Bar{-}Hillel and
Naftali Tishby},
title = {Effective Model Representation by Information Bottleneck Principle},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {21},
number = {8},
pages = {1755--1759},
year = {2013},
url = {https://doi.org/10.1109/TASL.2013.2253097},
doi = {10.1109/TASL.2013.2253097},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/HechtNDZBT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-2270,
author = {Nir Friedman and
Ori Mosenzon and
Noam Slonim and
Naftali Tishby},
title = {Multivariate Information Bottleneck},
journal = {CoRR},
volume = {abs/1301.2270},
year = {2013},
url = {http://arxiv.org/abs/1301.2270},
eprinttype = {arXiv},
eprint = {1301.2270},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-2270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SabatoT12,
author = {Sivan Sabato and
Naftali Tishby},
title = {Multi-instance learning with any hypothesis class},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {2999--3039},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503338},
doi = {10.5555/2503308.2503338},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SabatoT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FoxT12,
author = {Roy Fox and
Naftali Tishby},
title = {Bounded Planning in Passive POMDPs},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/864.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FoxT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-1276,
author = {Sivan Sabato and
Nati Srebro and
Naftali Tishby},
title = {Characterizing the Sample Complexity of Large-Margin Learning With
Second-Order Statistics},
journal = {CoRR},
volume = {abs/1204.1276},
year = {2012},
url = {http://arxiv.org/abs/1204.1276},
eprinttype = {arXiv},
eprint = {1204.1276},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-1276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-4110,
author = {Amir Globerson and
Naftali Tishby},
title = {The Minimum Information Principle for Discriminative Learning},
journal = {CoRR},
volume = {abs/1207.4110},
year = {2012},
url = {http://arxiv.org/abs/1207.4110},
eprinttype = {arXiv},
eprint = {1207.4110},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-4110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-2483,
author = {Amir Globerson and
Gal Chechik and
Naftali Tishby},
title = {Sufficient Dimensionality Reduction with Irrelevant Statistics},
journal = {CoRR},
volume = {abs/1212.2483},
year = {2012},
url = {http://arxiv.org/abs/1212.2483},
eprinttype = {arXiv},
eprint = {1212.2483},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-2483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/CalderaraHPCT11,
author = {Simone Calderara and
Uri Heinemann and
Andrea Prati and
Rita Cucchiara and
Naftali Tishby},
title = {Detecting anomalies in people's trajectories using spectral graph
analysis},
journal = {Comput. Vis. Image Underst.},
volume = {115},
number = {8},
pages = {1099--1111},
year = {2011},
url = {https://doi.org/10.1016/j.cviu.2011.03.003},
doi = {10.1016/J.CVIU.2011.03.003},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cviu/CalderaraHPCT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ShamirT11,
author = {Ohad Shamir and
Naftali Tishby},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Spectral Clustering on a Budget},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {661--669},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/shamir11a/shamir11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShamirT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-2021,
author = {Sivan Sabato and
Naftali Tishby},
title = {Multi-Instance Learning with Any Hypothesis Class},
journal = {CoRR},
volume = {abs/1107.2021},
year = {2011},
url = {http://arxiv.org/abs/1107.2021},
eprinttype = {arXiv},
eprint = {1107.2021},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SeldinT10,
author = {Yevgeny Seldin and
Naftali Tishby},
title = {PAC-Bayesian Analysis of Co-clustering and Beyond},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3595--3646},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953046},
doi = {10.5555/1756006.1953046},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SeldinT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShamirT10,
author = {Ohad Shamir and
Naftali Tishby},
title = {Stability and model selection in \emph{k}-means clustering},
journal = {Mach. Learn.},
volume = {80},
number = {2-3},
pages = {213--243},
year = {2010},
url = {https://doi.org/10.1007/s10994-010-5177-8},
doi = {10.1007/S10994-010-5177-8},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ShamirT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/ShamirST10,
author = {Ohad Shamir and
Sivan Sabato and
Naftali Tishby},
title = {Learning and generalization with the information bottleneck},
journal = {Theor. Comput. Sci.},
volume = {411},
number = {29-30},
pages = {2696--2711},
year = {2010},
url = {https://doi.org/10.1016/j.tcs.2010.04.006},
doi = {10.1016/J.TCS.2010.04.006},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcs/ShamirST10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SabatoST10,
author = {Sivan Sabato and
Nathan Srebro and
Naftali Tishby},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Tight Sample Complexity of Large-Margin Learning},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {2038--2046},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/9b04d152845ec0a378394003c96da594-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SabatoST10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SabatoST10,
author = {Sivan Sabato and
Nathan Srebro and
Naftali Tishby},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Reducing Label Complexity by Learning From Bags},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {685--692},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/sabato10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SabatoST10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-5053,
author = {Sivan Sabato and
Nathan Srebro and
Naftali Tishby},
title = {Tight Sample Complexity of Large-Margin Learning},
journal = {CoRR},
volume = {abs/1011.5053},
year = {2010},
url = {http://arxiv.org/abs/1011.5053},
eprinttype = {arXiv},
eprint = {1011.5053},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-5053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pnas/GlobersonSVT09,
author = {Amir Globerson and
Eran Stark and
Eilon Vaadia and
Naftali Tishby},
title = {The minimum information principle and its application to neural code
analysis},
journal = {Proc. Natl. Acad. Sci. {USA}},
volume = {106},
number = {9},
pages = {3490--3495},
year = {2009},
url = {https://doi.org/10.1073/pnas.0806782106},
doi = {10.1073/PNAS.0806782106},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pnas/GlobersonSVT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SabatoT09,
author = {Sivan Sabato and
Naftali Tishby},
title = {Homogeneous Multi-Instance Learning with Arbitrary Dependence},
booktitle = {{COLT} 2009 - The 22nd Conference on Learning Theory, Montreal, Quebec,
Canada, June 18-21, 2009},
year = {2009},
url = {http://www.cs.mcgill.ca/\%7Ecolt2009/papers/010.pdf\#page=1},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/SabatoT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/HechtHMDZT09,
author = {Ron M. Hecht and
Omer Hezroni and
Amit Manna and
Gil Dobry and
Yaniv Zigel and
Naftali Tishby},
title = {Information bottleneck based age verification},
booktitle = {{INTERSPEECH} 2009, 10th Annual Conference of the International Speech
Communication Association, Brighton, United Kingdom, September 6-10,
2009},
pages = {188--191},
publisher = {{ISCA}},
year = {2009},
url = {https://doi.org/10.21437/Interspeech.2009-72},
doi = {10.21437/INTERSPEECH.2009-72},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/HechtHMDZT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/HechtNT09,
author = {Ron M. Hecht and
Elad Noor and
Naftali Tishby},
title = {Speaker recognition by Gaussian information bottleneck},
booktitle = {{INTERSPEECH} 2009, 10th Annual Conference of the International Speech
Communication Association, Brighton, United Kingdom, September 6-10,
2009},
pages = {1567--1570},
publisher = {{ISCA}},
year = {2009},
url = {https://doi.org/10.21437/Interspeech.2009-387},
doi = {10.21437/INTERSPEECH.2009-387},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/HechtNT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SeldinT09,
author = {Yevgeny Seldin and
Naftali Tishby},
editor = {David A. Van Dyk and
Max Welling},
title = {PAC-Bayesian Generalization Bound for Density Estimation with Application
to Co-clustering},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {472--479},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/seldin09a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SeldinT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KrupkaT08,
author = {Eyal Krupka and
Naftali Tishby},
title = {Generalization from Observed to Unobserved Features by Clustering},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {339--370},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1390692},
doi = {10.5555/1390681.1390692},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KrupkaT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/ShamirST08,
author = {Ohad Shamir and
Sivan Sabato and
Naftali Tishby},
editor = {Yoav Freund and
L{\'{a}}szl{\'{o}} Gy{\"{o}}rfi and
Gy{\"{o}}rgy Tur{\'{a}}n and
Thomas Zeugmann},
title = {Learning and Generalization with the Information Bottleneck},
booktitle = {Algorithmic Learning Theory, 19th International Conference, {ALT}
2008, Budapest, Hungary, October 13-16, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5254},
pages = {92--107},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87987-9\_12},
doi = {10.1007/978-3-540-87987-9\_12},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/alt/ShamirST08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ShamirT08,
author = {Ohad Shamir and
Naftali Tishby},
editor = {Rocco A. Servedio and
Tong Zhang},
title = {Model Selection and Stability in k-means Clustering},
booktitle = {21st Annual Conference on Learning Theory - {COLT} 2008, Helsinki,
Finland, July 9-12, 2008},
pages = {367--378},
publisher = {Omnipress},
year = {2008},
url = {http://colt2008.cs.helsinki.fi/papers/9-Shamir.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/ShamirT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SeldinT08,
author = {Yevgeny Seldin and
Naftali Tishby},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Multi-classification by categorical features via clustering},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {920--927},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390272},
doi = {10.1145/1390156.1390272},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SeldinT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/Tishby08,
author = {Naftali Tishby},
title = {Extracting Relevant Information from Samples},
booktitle = {International Symposium on Artificial Intelligence and Mathematics,
{ISAIM} 2008, Fort Lauderdale, Florida, USA, January 2-4, 2008},
year = {2008},
url = {http://isaim2008.unl.edu/PAPERS/InvitedSpeakers/Tishby.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isaim/Tishby08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShamirT08,
author = {Ohad Shamir and
Naftali Tishby},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {On the Reliability of Clustering Stability in the Large Sample Regime},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1465--1472},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/cee631121c2ec9232f3a2f028ad5c89b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ShamirT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GlobersonCPT07,
author = {Amir Globerson and
Gal Chechik and
Fernando Pereira and
Naftali Tishby},
title = {Euclidean Embedding of Co-occurrence Data},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {2265--2295},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1314572},
doi = {10.5555/1314498.1314572},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GlobersonCPT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/NeuvirthHBTS07,
author = {Hani Neuvirth and
Uri Heinemann and
David Birnbaum and
Naftali Tishby and
Gideon Schreiber},
title = {ProMateus - an open research approach to protein-binding sites analysis},
journal = {Nucleic Acids Res.},
volume = {35},
number = {Web-Server-Issue},
pages = {543--548},
year = {2007},
url = {https://doi.org/10.1093/nar/gkm301},
doi = {10.1093/NAR/GKM301},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nar/NeuvirthHBTS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/HarremoesT07,
author = {Peter Harremo{\"{e}}s and
Naftali Tishby},
title = {The Information Bottleneck Revisited or How to Choose a Good Distortion
Measure},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2007,
Nice, France, June 24-29, 2007},
pages = {566--570},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ISIT.2007.4557285},
doi = {10.1109/ISIT.2007.4557285},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/HarremoesT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShamirT07,
author = {Ohad Shamir and
Naftali Tishby},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Cluster Stability for Finite Samples},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1297--1304},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/812b4ba287f5ee0bc9d43bbf5bbe87fb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ShamirT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KrupkaT07,
author = {Eyal Krupka and
Naftali Tishby},
editor = {Marina Meila and
Xiaotong Shen},
title = {Incorporating Prior Knowledge on Features into Learning},
booktitle = {Proceedings of the Eleventh International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico,
March 21-24, 2007},
series = {{JMLR} Proceedings},
volume = {2},
pages = {227--234},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v2/krupka07a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KrupkaT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SlonimFT06,
author = {Noam Slonim and
Nir Friedman and
Naftali Tishby},
title = {Multivariate Information Bottleneck},
journal = {Neural Comput.},
volume = {18},
number = {8},
pages = {1739--1789},
year = {2006},
url = {https://doi.org/10.1162/neco.2006.18.8.1739},
doi = {10.1162/NECO.2006.18.8.1739},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SlonimFT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GlobersonCPT06,
author = {Amir Globerson and
Gal Chechik and
Fernando Pereira and
Naftali Tishby},
title = {Embedding Heterogeneous Data Using Statistical Models},
booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence
and the Eighteenth Innovative Applications of Artificial Intelligence
Conference, July 16-20, 2006, Boston, Massachusetts, {USA}},
pages = {1605--1608},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/AAAI/2006/aaai06-261.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GlobersonCPT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/BialekST06,
author = {William Bialek and
Robert R. de Ruyter van Steveninck and
Naftali Tishby},
title = {Efficient representation as a design principle for neural coding and
computation},
booktitle = {Proceedings 2006 {IEEE} International Symposium on Information Theory,
{ISIT} 2006, The Westin Seattle, Seattle, Washington, USA, July 9-14,
2006},
pages = {659--663},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ISIT.2006.261867},
doi = {10.1109/ISIT.2006.261867},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/BialekST06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SeldinST06,
author = {Yevgeny Seldin and
Noam Slonim and
Naftali Tishby},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Information Bottleneck for Non Co-Occurrence Data},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {1241--1248},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/494ba9ff03bdad881378a6fd4092a6c7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SeldinST06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/06/Gilad-BachrachNT06,
author = {Ran Gilad{-}Bachrach and
Amir Navot and
Naftali Tishby},
editor = {Isabelle Guyon and
Masoud Nikravesh and
Steve R. Gunn and
Lotfi A. Zadeh},
title = {Large Margin Principles for Feature Selection},
booktitle = {Feature Extraction - Foundations and Applications},
series = {Studies in Fuzziness and Soft Computing},
volume = {207},
pages = {585--606},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-35488-8\_30},
doi = {10.1007/978-3-540-35488-8\_30},
timestamp = {Fri, 26 Jul 2019 12:50:23 +0200},
biburl = {https://dblp.org/rec/books/sp/06/Gilad-BachrachNT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChechikGTW05,
author = {Gal Chechik and
Amir Globerson and
Naftali Tishby and
Yair Weiss},
title = {Information Bottleneck for Gaussian Variables},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {165--188},
year = {2005},
url = {http://jmlr.org/papers/v6/chechik05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChechikGTW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/HechtT05,
author = {Ron M. Hecht and
Naftali Tishby},
title = {Extraction of relevant speech features using the information bottleneck
method},
booktitle = {{INTERSPEECH} 2005 - Eurospeech, 9th European Conference on Speech
Communication and Technology, Lisbon, Portugal, September 4-8, 2005},
pages = {353--356},
publisher = {{ISCA}},
year = {2005},
url = {https://doi.org/10.21437/Interspeech.2005-182},
doi = {10.21437/INTERSPEECH.2005-182},
timestamp = {Thu, 22 Jun 2023 16:42:16 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/HechtT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Gilad-BachrachNT05,
author = {Ran Gilad{-}Bachrach and
Amir Navot and
Naftali Tishby},
title = {Query by Committee Made Real},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {443--450},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/340a39045c40d50dda207bcfdece883a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Gilad-BachrachNT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KrupkaT05,
author = {Eyal Krupka and
Naftali Tishby},
title = {Generalization in Clustering with Unobserved Features},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {683--690},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/e8f2779682fd11fa2067beffc27a9192-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KrupkaT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NavotSTV05,
author = {Amir Navot and
Lavi Shpigelman and
Naftali Tishby and
Eilon Vaadia},
title = {Nearest Neighbor Based Feature Selection for Regression and its Application
to Neural Activity},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {996--1002},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/5a2756a3cb9cde852cad3c97e120b656-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NavotSTV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slsfs/NavotGNT05,
author = {Amir Navot and
Ran Gilad{-}Bachrach and
Yiftah Navot and
Naftali Tishby},
editor = {Craig Saunders and
Marko Grobelnik and
Steve R. Gunn and
John Shawe{-}Taylor},
title = {Is Feature Selection Still Necessary?},
booktitle = {Subspace, Latent Structure and Feature Selection, Statistical and
Optimization, Perspectives Workshop, {SLSFS} 2005, Bohinj, Slovenia,
February 23-25, 2005, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3940},
pages = {127--138},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11752790\_8},
doi = {10.1007/11752790\_8},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/slsfs/NavotGNT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/BejeranoFT04,
author = {Gill Bejerano and
Nir Friedman and
Naftali Tishby},
title = {Efficient Exact p-Value Computation for Small Sample, Sparse, and
Surprising Categorical Data},
journal = {J. Comput. Biol.},
volume = {11},
number = {5},
pages = {867--886},
year = {2004},
url = {https://doi.org/10.1089/cmb.2004.11.867},
doi = {10.1089/CMB.2004.11.867},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcb/BejeranoFT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pnas/AdarBLRTS04,
author = {Rivka Adar and
Yaakov Benenson and
Gregory Linshiz and
Amit Rosner and
Naftali Tishby and
Ehud Shapiro},
title = {Stochastic computing with biomolecular automata},
journal = {Proc. Natl. Acad. Sci. {USA}},
volume = {101},
number = {27},
pages = {9960--9965},
year = {2004},
url = {https://doi.org/10.1073/pnas.0400731101},
doi = {10.1073/PNAS.0400731101},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pnas/AdarBLRTS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Gilad-BachrachNT04,
author = {Ran Gilad{-}Bachrach and
Amir Navot and
Naftali Tishby},
editor = {John Shawe{-}Taylor and
Yoram Singer},
title = {Bayes and Tukey Meet at the Center Point},
booktitle = {Learning Theory, 17th Annual Conference on Learning Theory, {COLT}
2004, Banff, Canada, July 1-4, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3120},
pages = {549--563},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-27819-1\_38},
doi = {10.1007/978-3-540-27819-1\_38},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/Gilad-BachrachNT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Gilad-BachrachNT04,
author = {Ran Gilad{-}Bachrach and
Amir Navot and
Naftali Tishby},
editor = {Carla E. Brodley},
title = {Margin based feature selection - theory and algorithms},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015352},
doi = {10.1145/1015330.1015352},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Gilad-BachrachNT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GlobersonCPT04,
author = {Amir Globerson and
Gal Chechik and
Fernando C. N. Pereira and
Naftali Tishby},
title = {Euclidean Embedding of Co-Occurrence Data},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {497--504},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/ec1f850d934f440cfa8e4a18d2cf5463-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GlobersonCPT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GlobersonT04,
author = {Amir Globerson and
Naftali Tishby},
editor = {David Maxwell Chickering and
Joseph Y. Halpern},
title = {The Minimum Information Principle for Discriminative Learning},
booktitle = {{UAI} '04, Proceedings of the 20th Conference in Uncertainty in Artificial
Intelligence, Banff, Canada, July 7-11, 2004},
pages = {193--200},
publisher = {{AUAI} Press},
year = {2004},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1108\&\#38;proceeding\_id=20},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GlobersonT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/SlonimBFT03,
author = {Noam Slonim and
Gill Bejerano and
Shai Fine and
Naftali Tishby},
title = {Discriminative Feature Selection via Multiclass Variable Memory Markov
Model},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2003},
number = {2},
pages = {93--102},
year = {2003},
url = {https://doi.org/10.1155/S111086570321115X},
doi = {10.1155/S111086570321115X},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/SlonimBFT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BekkermanETW03,
author = {Ron Bekkerman and
Ran El{-}Yaniv and
Naftali Tishby and
Yoad Winter},
title = {Distributional Word Clusters vs. Words for Text Categorization},
journal = {J. Mach. Learn. Res.},
volume = {3},
pages = {1183--1208},
year = {2003},
url = {http://jmlr.org/papers/v3/bekkerman03a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BekkermanETW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GlobersonT03,
author = {Amir Globerson and
Naftali Tishby},
title = {Sufficient Dimensionality Reduction},
journal = {J. Mach. Learn. Res.},
volume = {3},
pages = {1307--1331},
year = {2003},
url = {http://jmlr.org/papers/v3/globerson03a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GlobersonT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Tishby03,
author = {Naftali Tishby},
editor = {Ricard Gavald{\`{a}} and
Klaus P. Jantke and
Eiji Takimoto},
title = {Efficient Data Representations That Preserve Information},
booktitle = {Algorithmic Learning Theory, 14th International Conference, {ALT}
2003, Sapporo, Japan, October 17-19, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2842},
pages = {16},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39624-6\_4},
doi = {10.1007/978-3-540-39624-6\_4},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/Tishby03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Gilad-BachrachNT03,
author = {Ran Gilad{-}Bachrach and
Amir Navot and
Naftali Tishby},
editor = {Bernhard Sch{\"{o}}lkopf and
Manfred K. Warmuth},
title = {An Information Theoretic Tradeoff between Complexity and Accuracy},
booktitle = {Computational Learning Theory and Kernel Machines, 16th Annual Conference
on Computational Learning Theory and 7th Kernel Workshop, COLT/Kernel
2003, Washington, DC, USA, August 24-27, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2777},
pages = {595--609},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45167-9\_43},
doi = {10.1007/978-3-540-45167-9\_43},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/Gilad-BachrachNT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/Tishby03,
author = {Naftali Tishby},
editor = {Gunter Grieser and
Yuzuru Tanaka and
Akihiro Yamamoto},
title = {Efficient Data Representations That Preserve Information},
booktitle = {Discovery Science, 6th International Conference, {DS} 2003, Sapporo,
Japan, October 17-19,2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2843},
pages = {45},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39644-4\_4},
doi = {10.1007/978-3-540-39644-4\_4},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/Tishby03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChechikGTW03,
author = {Gal Chechik and
Amir Globerson and
Naftali Tishby and
Yair Weiss},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Information Bottleneck for Gaussian Variables},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {1213--1220},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/7e05d6f828574fbc975a896b25bb011e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChechikGTW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GlobersonCT03,
author = {Amir Globerson and
Gal Chechik and
Naftali Tishby},
editor = {Christopher Meek and
Uffe Kj{\ae}rulff},
title = {Sufficient Dimensionality Reduction with Irrelevance Statistics},
booktitle = {{UAI} '03, Proceedings of the 19th Conference in Uncertainty in Artificial
Intelligence, Acapulco, Mexico, August 7-10 2003},
pages = {281--288},
publisher = {Morgan Kaufmann},
year = {2003},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=940\&\#38;proceeding\_id=19},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GlobersonCT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DubnovEGSTY02,
author = {Shlomo Dubnov and
Ran El{-}Yaniv and
Yoram Gdalyahu and
Elad Schneidman and
Naftali Tishby and
Golan Yona},
title = {A New Nonparametric Pairwise Clustering Algorithm Based on Iterative
Estimation of Distance Profiles},
journal = {Mach. Learn.},
volume = {47},
number = {1},
pages = {35--61},
year = {2002},
url = {https://doi.org/10.1023/A:1013631728342},
doi = {10.1023/A:1013631728342},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DubnovEGSTY02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GlobersonT02,
author = {Amir Globerson and
Naftali Tishby},
editor = {Rina Dechter and
Michael J. Kearns and
Richard S. Sutton},
title = {Most Informative Dimension Reduction},
booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence
and Fourteenth Conference on Innovative Applications of Artificial
Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada},
pages = {1024},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002},
url = {http://www.aaai.org/Library/AAAI/2002/aaai02-180.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GlobersonT02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GlobersonT02,
author = {Amir Globerson and
Naftali Tishby},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {Sufficient Dimensionality Reduction - {A} novel Analysis Method},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {203--210},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Tue, 26 Nov 2002 10:58:27 +0100},
biburl = {https://dblp.org/rec/conf/icml/GlobersonT02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SlonimBFT02,
author = {Noam Slonim and
Gill Bejerano and
Shai Fine and
Naftali Tishby},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {Discriminative Feature Selection via Multiclass Variable Memory Markov
Model},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {578--585},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Fri, 22 Nov 2002 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SlonimBFT02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CrammerGNT02,
author = {Koby Crammer and
Ran Gilad{-}Bachrach and
Amir Navot and
Naftali Tishby},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Margin Analysis of the {LVQ} Algorithm},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {462--469},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/bbaa9d6a1445eac881750bea6053f564-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CrammerGNT02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChechikT02,
author = {Gal Chechik and
Naftali Tishby},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Extracting Relevant Structures with Side Information},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {857--864},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/04048aeca2c0f5d84639358008ed2ae7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChechikT02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/SlonimFT02,
author = {Noam Slonim and
Nir Friedman and
Naftali Tishby},
editor = {Kalervo J{\"{a}}rvelin and
Micheline Beaulieu and
Ricardo A. Baeza{-}Yates and
Sung{-}Hyon Myaeng},
title = {Unsupervised document classification using sequential information
maximization},
booktitle = {{SIGIR} 2002: Proceedings of the 25th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, August
11-15, 2002, Tampere, Finland},
pages = {129--136},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/564376.564401},
doi = {10.1145/564376.564401},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/SlonimFT02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/BejeranoSMT01,
author = {Gill Bejerano and
Yevgeny Seldin and
Hanah Margalit and
Naftali Tishby},
title = {Markovian domain fingerprinting: statistical segmentation of protein
sequences},
journal = {Bioinform.},
volume = {17},
number = {10},
pages = {927--934},
year = {2001},
url = {https://doi.org/10.1093/bioinformatics/17.10.927},
doi = {10.1093/BIOINFORMATICS/17.10.927},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/BejeranoSMT01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/BialekNT01,
author = {William Bialek and
Ilya Nemenman and
Naftali Tishby},
title = {Predictability, Complexity, and Learning},
journal = {Neural Comput.},
volume = {13},
number = {11},
pages = {2409--2463},
year = {2001},
url = {https://doi.org/10.1162/089976601753195969},
doi = {10.1162/089976601753195969},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/BialekNT01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/GatT01,
author = {Itay Gat and
Naftali Tishby},
title = {Spotting Neural Spike Patterns Using an Adversary Background Model},
journal = {Neural Comput.},
volume = {13},
number = {12},
pages = {2681--2708},
year = {2001},
url = {https://doi.org/10.1162/089976601317098493},
doi = {10.1162/089976601317098493},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/GatT01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SeldinBT01,
author = {Yevgeny Seldin and
Gill Bejerano and
Naftali Tishby},
editor = {Carla E. Brodley and
Andrea Pohoreckyj Danyluk},
title = {Unsupervised Sequence Segmentation by a Mixture of Switching Variable
Memory Markov Sources},
booktitle = {Proceedings of the Eighteenth International Conference on Machine
Learning {(ICML} 2001), Williams College, Williamstown, MA, USA, June
28 - July 1, 2001},
pages = {513--520},
publisher = {Morgan Kaufmann},
year = {2001},
timestamp = {Wed, 27 Nov 2002 10:53:35 +0100},
biburl = {https://dblp.org/rec/conf/icml/SeldinBT01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChechikGAYNT01,
author = {Gal Chechik and
Amir Globerson and
Michael J. Anderson and
Eric D. Young and
Israel Nelken and
Naftali Tishby},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Group Redundancy Measures Reveal Redundancy Reduction in the Auditory
Pathway},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {173--180},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/05a5cf06982ba7892ed2a6d38fe832d6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChechikGAYNT01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SlonimFT01,
author = {Noam Slonim and
Nir Friedman and
Naftali Tishby},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Agglomerative Multivariate Information Bottleneck},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {929--936},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/1113d7a76ffceca1bb350bfe145467c6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SlonimFT01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/BekkermanEWT01,
author = {Ron Bekkerman and
Ran El{-}Yaniv and
Yoad Winter and
Naftali Tishby},
editor = {W. Bruce Croft and
David J. Harper and
Donald H. Kraft and
Justin Zobel},
title = {On Feature Distributional Clustering for Text Categorization},
booktitle = {{SIGIR} 2001: Proceedings of the 24th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, September
9-13, 2001, New Orleans, Louisiana, {USA}},
pages = {146--153},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/383952.383976},
doi = {10.1145/383952.383976},
timestamp = {Tue, 06 Nov 2018 11:07:24 +0100},
biburl = {https://dblp.org/rec/conf/sigir/BekkermanEWT01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FriedmanMST01,
author = {Nir Friedman and
Ori Mosenzon and
Noam Slonim and
Naftali Tishby},
editor = {Jack S. Breese and
Daphne Koller},
title = {Multivariate Information Bottleneck},
booktitle = {{UAI} '01: Proceedings of the 17th Conference in Uncertainty in Artificial
Intelligence, University of Washington, Seattle, Washington, USA,
August 2-5, 2001},
pages = {152--161},
publisher = {Morgan Kaufmann},
year = {2001},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=95\&\#38;proceeding\_id=17},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/FriedmanMST01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MendelsonT00,
author = {Shahar Mendelson and
Naftali Tishby},
editor = {Nicol{\`{o}} Cesa{-}Bianchi and
Sally A. Goldman},
title = {Statistical Sufficiency for Classes in Empirical L\({}_{\mbox{2}}\)
Spaces},
booktitle = {Proceedings of the Thirteenth Annual Conference on Computational Learning
Theory {(COLT} 2000), June 28 - July 1, 2000, Palo Alto, California,
{USA}},
pages = {81--89},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Wed, 20 Jun 2018 17:06:15 +0200},
biburl = {https://dblp.org/rec/conf/colt/MendelsonT00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChechikT00,
author = {Gal Chechik and
Naftali Tishby},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {Temporally Dependent Plasticity: An Information Theoretic Account},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {110--116},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/e1314fc026da60d837353d20aefaf054-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChechikT00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchneidmanBTSB00,
author = {Elad Schneidman and
Naama Brenner and
Naftali Tishby and
Robert R. de Ruyter van Steveninck and
William Bialek},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {Universality and Individuality in a Neural Code},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {159--165},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/5fa9e41bfec0725742cc9d15ef594120-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SchneidmanBTSB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TishbyS00,
author = {Naftali Tishby and
Noam Slonim},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {Data Clustering by Markovian Relaxation and the Information Bottleneck
Method},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {640--646},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/e06f967fb0d355592be4e7674fa31d26-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TishbyS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/SlonimT00,
author = {Noam Slonim and
Naftali Tishby},
editor = {Emmanuel J. Yannakoudakis and
Nicholas J. Belkin and
Peter Ingwersen and
Mun{-}Kew Leong},
title = {Document clustering using word clusters via the information bottleneck
method},
booktitle = {{SIGIR} 2000: Proceedings of the 23rd Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, July
24-28, 2000, Athens, Greece},
pages = {208--215},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/345508.345578},
doi = {10.1145/345508.345578},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/SlonimT00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/physics-0004057,
author = {Naftali Tishby and
Fernando C. N. Pereira and
William Bialek},
title = {The information bottleneck method},
journal = {CoRR},
volume = {physics/0004057},
year = {2000},
url = {http://arxiv.org/abs/physics/0004057},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/physics-0004057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/physics-0007070,
author = {William Bialek and
Ilya Nemenman and
Naftali Tishby},
title = {Predictability, complexity and learning},
journal = {CoRR},
volume = {physics/0007070},
year = {2000},
url = {http://arxiv.org/abs/physics/0007070},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/physics-0007070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchneidmanST99,
author = {Elad Schneidman and
Idan Segev and
Naftali Tishby},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {Information Capacity and Robustness of Stochastic Neuron Models},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {178--184},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1657-information-capacity-and-robustness-of-stochastic-neuron-models},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SchneidmanST99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SlonimT99,
author = {Noam Slonim and
Naftali Tishby},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {Agglomerative Information Bottleneck},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {617--623},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1651-agglomerative-information-bottleneck},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SlonimT99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/RonST98,
author = {Dana Ron and
Yoram Singer and
Naftali Tishby},
title = {On the Learnability and Usage of Acyclic Probabilistic Finite Automata},
journal = {J. Comput. Syst. Sci.},
volume = {56},
number = {2},
pages = {133--152},
year = {1998},
url = {https://doi.org/10.1006/jcss.1997.1555},
doi = {10.1006/JCSS.1997.1555},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcss/RonST98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FineST98,
author = {Shai Fine and
Yoram Singer and
Naftali Tishby},
title = {The Hierarchical Hidden Markov Model: Analysis and Applications},
journal = {Mach. Learn.},
volume = {32},
number = {1},
pages = {41--62},
year = {1998},
url = {https://doi.org/10.1023/A:1007469218079},
doi = {10.1023/A:1007469218079},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/FineST98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismb/YonaLTL98,
author = {Golan Yona and
Nathan Linial and
Naftali Tishby and
Michal Linial},
editor = {Janice I. Glasgow and
Timothy G. Littlejohn and
Fran{\c{c}}ois Major and
Richard H. Lathrop and
David Sankoff and
Christoph W. Sensen},
title = {A Map of the Protein Space: An Automatic Hierarchical Classification
of all Protein Sequences},
booktitle = {Proceedings of the 6th International Conference on Intelligent Systems
for Molecular Biology (ISMB-98), Montr{\'{e}}al, Qu{\'{e}}bec,
Canada, June 28 - July 1, 1998},
pages = {212--221},
publisher = {{AAAI}},
year = {1998},
url = {http://www.aaai.org/Library/ISMB/1998/ismb98-025.php},
timestamp = {Thu, 27 Jun 2019 11:28:34 +0200},
biburl = {https://dblp.org/rec/conf/ismb/YonaLTL98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GatT98,
author = {Itay Gat and
Naftali Tishby},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Synergy and Redundancy among Brain Cells of Behaving Monkeys},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {111--117},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1611-synergy-and-redundancy-among-brain-cells-of-behaving-monkeys},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GatT98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RinbergDT98,
author = {Dmitry Rinberg and
Hanan Davidowitz and
Naftali Tishby},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Multi-Electrode Spike Sorting by Clustering Transfer Functions},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {146--152},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1493-multi-electrode-spike-sorting-by-clustering-transfer-functions},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RinbergDT98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webdb/BeeriEMSSTKKMS98,
author = {Catriel Beeri and
Gershon Elber and
Tova Milo and
Yehoshua Sagiv and
Oded Shmueli and
Naftali Tishby and
Yakov A. Kogan and
David Konopnicki and
Pini Mogilevski and
Noam Slonim},
editor = {Paolo Atzeni and
Alberto O. Mendelzon and
Giansalvatore Mecca},
title = {WebSuite: {A} Tool Suite for Harnessing Web Data},
booktitle = {The World Wide Web and Databases, International Workshop WebDB'98,
Valencia, Spain, March 27-28, 1998, Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {1590},
pages = {152--171},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/10704656\_10},
doi = {10.1007/10704656\_10},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/webdb/BeeriEMSSTKKMS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FreundSST97,
author = {Yoav Freund and
H. Sebastian Seung and
Eli Shamir and
Naftali Tishby},
title = {Selective Sampling Using the Query by Committee Algorithm},
journal = {Mach. Learn.},
volume = {28},
number = {2-3},
pages = {133--168},
year = {1997},
url = {https://doi.org/10.1023/A:1007330508534},
doi = {10.1023/A:1007330508534},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/FreundSST97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DubnovT97,
author = {Shlomo Dubnov and
Naftali Tishby},
title = {Analysis of sound textures in musical and machine sounds by means
of higher order statistical features},
booktitle = {1997 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '97, Munich, Germany, April 21-24, 1997},
pages = {3845--3848},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/ICASSP.1997.604726},
doi = {10.1109/ICASSP.1997.604726},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/DubnovT97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/El-YanivFT97,
author = {Ran El{-}Yaniv and
Shai Fine and
Naftali Tishby},
editor = {Michael I. Jordan and
Michael J. Kearns and
Sara A. Solla},
title = {Agnostic Classification of Markovian Sequences},
booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference,
Denver, Colorado, USA, 1997]},
pages = {465--471},
publisher = {The {MIT} Press},
year = {1997},
url = {http://papers.nips.cc/paper/1376-agnostic-classification-of-markovian-sequences},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/El-YanivFT97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RonST96,
author = {Dana Ron and
Yoram Singer and
Naftali Tishby},
title = {The Power of Amnesia: Learning Probabilistic Automata with Variable
Memory Length},
journal = {Mach. Learn.},
volume = {25},
number = {2-3},
pages = {117--149},
year = {1996},
url = {https://doi.org/10.1023/A:1026490906255},
doi = {10.1023/A:1026490906255},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RonST96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HausslerKST96,
author = {David Haussler and
Michael J. Kearns and
H. Sebastian Seung and
Naftali Tishby},
title = {Rigorous Learning Curve Bounds from Statistical Mechanics},
journal = {Mach. Learn.},
volume = {25},
number = {2-3},
pages = {195--236},
year = {1996},
url = {https://doi.org/10.1023/A:1026499208981},
doi = {10.1023/A:1026499208981},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HausslerKST96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmc/DubnovTC96,
author = {Shlomo Dubnov and
Naftali Tishby and
Dalia Cohen},
title = {Influence of Frequency Modulating Jitter on Higher Order Moments of
Sound Residual with Applications to Synthesis and Classification},
booktitle = {Proceedings of the 1996 International Computer Music Conference, {ICMC}
1996, Hong Kong, August 19-24, 1996},
publisher = {Michigan Publishing},
year = {1996},
url = {https://hdl.handle.net/2027/spo.bbp2372.1996.118},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmc/DubnovTC96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cmp-lg-9607016,
author = {Fernando C. N. Pereira and
Yoram Singer and
Naftali Tishby},
title = {Beyond Word N-Grams},
journal = {CoRR},
volume = {cmp-lg/9607016},
year = {1996},
url = {http://arxiv.org/abs/cmp-lg/9607016},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/cmp-lg-9607016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-vlc/PereiraST95,
author = {Fernando Pereira and
Yoram Singer and
Naftali Tishby},
editor = {David Yarowsky and
Kenneth Church},
title = {Beyond Word N-Grams},
booktitle = {Third Workshop on Very Large Corpora, VLC@ACL 1995, Cambridge, Massachusetts,
USA, June 30, 1995},
year = {1995},
url = {https://aclanthology.org/W95-0108/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl-vlc/PereiraST95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/RonST95,
author = {Dana Ron and
Yoram Singer and
Naftali Tishby},
editor = {Wolfgang Maass},
title = {On the Learnability and Usage of Acyclic Probabilistic Finite Automata},
booktitle = {Proceedings of the Eigth Annual Conference on Computational Learning
Theory, {COLT} 1995, Santa Cruz, California, USA, July 5-8, 1995},
pages = {31--40},
publisher = {{ACM}},
year = {1995},
url = {https://doi.org/10.1145/225298.225302},
doi = {10.1145/225298.225302},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/RonST95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmc/DubnovT95,
author = {Shlomo Dubnov and
Naftali Tishby},
title = {Clustering Musical Sounds Using Polyspectral Distance Measures},
booktitle = {Proceedings of the 1995 International Computer Music Conference, {ICMC}
1995, Banff, AB, Canada, September 3-7, 1995},
publisher = {Michigan Publishing},
year = {1995},
url = {https://hdl.handle.net/2027/spo.bbp2372.1995.132},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmc/DubnovT95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bc/SingerT94,
author = {Yoram Singer and
Naftali Tishby},
title = {Dynamical encoding of cursive handwriting},
journal = {Biol. Cybern.},
volume = {71},
number = {3},
pages = {227--237},
year = {1994},
url = {https://doi.org/10.1007/BF00202762},
doi = {10.1007/BF00202762},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bc/SingerT94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csl/TishbyG94,
author = {Naftali Tishby and
Allen L. Gorin},
title = {Algebraic learning of statistical associations for language acquisition},
journal = {Comput. Speech Lang.},
volume = {8},
number = {1},
pages = {51--78},
year = {1994},
url = {https://doi.org/10.1006/csla.1994.1003},
doi = {10.1006/CSLA.1994.1003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csl/TishbyG94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/RonST94,
author = {Dana Ron and
Yoram Singer and
Naftali Tishby},
editor = {Manfred K. Warmuth},
title = {Learning Probabilistic Automata with Variable Memory Length},
booktitle = {Proceedings of the Seventh Annual {ACM} Conference on Computational
Learning Theory, {COLT} 1994, New Brunswick, NJ, USA, July 12-15,
1994},
pages = {35--46},
publisher = {{ACM}},
year = {1994},
url = {https://doi.org/10.1145/180139.181006},
doi = {10.1145/180139.181006},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/RonST94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HausslerSKT94,
author = {David Haussler and
H. Sebastian Seung and
Michael J. Kearns and
Naftali Tishby},
editor = {Manfred K. Warmuth},
title = {Rigorous Learning Curve Bounds from Statistical Mechanics},
booktitle = {Proceedings of the Seventh Annual {ACM} Conference on Computational
Learning Theory, {COLT} 1994, New Brunswick, NJ, USA, July 12-15,
1994},
pages = {76--87},
publisher = {{ACM}},
year = {1994},
url = {https://doi.org/10.1145/180139.181018},
doi = {10.1145/180139.181018},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/HausslerSKT94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/WeinshallWT94,
author = {Daphna Weinshall and
Michael Werman and
Naftali Tishby},
editor = {Jan{-}Olof Eklundh},
title = {Stability and Likelihood of Views of Three Dimensional Objects},
booktitle = {Computer Vision - ECCV'94, Third European Conference on Computer Vision,
Stockholm, Sweden, May 2-6, 1994, Proceedings, Volume {I}},
series = {Lecture Notes in Computer Science},
volume = {800},
pages = {24--35},
publisher = {Springer},
year = {1994},
url = {https://doi.org/10.1007/3-540-57956-7\_3},
doi = {10.1007/3-540-57956-7\_3},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/WeinshallWT94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/DubnovT94,
author = {Shlomo Dubnov and
Naftali Tishby},
title = {Acoustic spectral estimation using higher order statistics},
booktitle = {12th {IAPR} International Conference on Pattern Recognition, Conference
{C:} Signal Processing / Conference {D:} Parallel Computing, {ICPR}
1994, Jerusalem, Israel, 9-13 October, 1994, Volume 3},
pages = {1--5},
publisher = {{IEEE}},
year = {1994},
url = {https://doi.org/10.1109/ICPR.1994.577110},
doi = {10.1109/ICPR.1994.577110},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/DubnovT94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tfcv/WeinshallWT94,
author = {Daphna Weinshall and
Michael Werman and
Naftali Tishby},
editor = {Walter G. Kropatsch and
Reinhard Klette and
Franc Solina},
title = {Stability and Likelihood of Views of Three Dimensional Objects},
booktitle = {Theoretical Foundations of Computer Vision, 7th TFCV, March 1994,
Dagstuhl, Germany},
series = {Computing Supplementa},
volume = {11},
pages = {237--256},
publisher = {Springer},
year = {1994},
url = {https://doi.org/10.1007/978-3-7091-6586-7\_14},
doi = {10.1007/978-3-7091-6586-7\_14},
timestamp = {Mon, 06 Nov 2023 17:44:38 +0100},
biburl = {https://dblp.org/rec/conf/tfcv/WeinshallWT94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PereiraTL94,
author = {Fernando C. N. Pereira and
Naftali Tishby and
Lillian Lee},
title = {Distributional Clustering of English Words},
journal = {CoRR},
volume = {abs/cmp-lg/9408011},
year = {1994},
url = {http://arxiv.org/abs/cmp-lg/9408011},
eprinttype = {arXiv},
eprint = {cmp-lg/9408011},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PereiraTL94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/PereiraTL93,
author = {Fernando C. N. Pereira and
Naftali Tishby and
Lillian Lee},
editor = {Lenhart K. Schubert},
title = {Distributional Clustering of English Words},
booktitle = {31st Annual Meeting of the Association for Computational Linguistics,
22-26 June 1993, Ohio State University, Columbus, Ohio, USA, Proceedings},
pages = {183--190},
publisher = {{ACL}},
year = {1993},
url = {https://aclanthology.org/P93-1024/},
doi = {10.3115/981574.981598},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/PereiraTL93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SingerT93,
author = {Yoram Singer and
Naftali Tishby},
title = {Dynamical encoding of cursive handwriting},
booktitle = {Conference on Computer Vision and Pattern Recognition, {CVPR} 1993,
15-17 June, 1993, New York, NY, {USA}},
pages = {341--346},
publisher = {{IEEE}},
year = {1993},
url = {https://doi.org/10.1109/CVPR.1993.341108},
doi = {10.1109/CVPR.1993.341108},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/SingerT93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RonST93,
author = {Dana Ron and
Yoram Singer and
Naftali Tishby},
editor = {Jack D. Cowan and
Gerald Tesauro and
Joshua Alspector},
title = {The Power of Amnesia},
booktitle = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference,
Denver, Colorado, USA, 1993]},
pages = {176--183},
publisher = {Morgan Kaufmann},
year = {1993},
url = {http://papers.nips.cc/paper/723-the-power-of-amnesia},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RonST93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KirkpatrickGTT93,
author = {Scott Kirkpatrick and
G{\'{e}}za Gy{\"{o}}rgyi and
Naftali Tishby and
Lidror Troyansky},
editor = {Jack D. Cowan and
Gerald Tesauro and
Joshua Alspector},
title = {The Statistical Mechanics of k-Satisfaction},
booktitle = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference,
Denver, Colorado, USA, 1993]},
pages = {439--446},
publisher = {Morgan Kaufmann},
year = {1993},
url = {http://papers.nips.cc/paper/737-the-statistical-mechanics-of-k-satisfaction},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KirkpatrickGTT93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SingerT93,
author = {Yoram Singer and
Naftali Tishby},
editor = {Jack D. Cowan and
Gerald Tesauro and
Joshua Alspector},
title = {Decoding Cursive Scripts},
booktitle = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference,
Denver, Colorado, USA, 1993]},
pages = {833--840},
publisher = {Morgan Kaufmann},
year = {1993},
url = {http://papers.nips.cc/paper/826-decoding-cursive-scripts},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SingerT93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FreundSST92,
author = {Yoav Freund and
H. Sebastian Seung and
Eli Shamir and
Naftali Tishby},
editor = {Stephen Jose Hanson and
Jack D. Cowan and
C. Lee Giles},
title = {Information, Prediction, and Query by Committee},
booktitle = {Advances in Neural Information Processing Systems 5, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 3, 1992]},
pages = {483--490},
publisher = {Morgan Kaufmann},
year = {1992},
url = {http://papers.nips.cc/paper/622-information-prediction-and-query-by-committee},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FreundSST92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GatT92,
author = {Itay Gat and
Naftali Tishby},
editor = {Stephen Jose Hanson and
Jack D. Cowan and
C. Lee Giles},
title = {Statistical Modeling of Cell Assemblies Activities in Associative
Cortex of Behaving Monkeys},
booktitle = {Advances in Neural Information Processing Systems 5, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 3, 1992]},
pages = {945--952},
publisher = {Morgan Kaufmann},
year = {1992},
url = {http://papers.nips.cc/paper/685-statistical-modeling-of-cell-assemblies-activities-in-associative-cortex-of-behaving-monkeys},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GatT92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/SeungST91,
author = {H. Sebastian Seung and
Haim Sompolinsky and
Naftali Tishby},
editor = {Manfred K. Warmuth and
Leslie G. Valiant},
title = {Learning Curves in Large Neural Networks},
booktitle = {Proceedings of the Fourth Annual Workshop on Computational Learning
Theory, {COLT} 1991, Santa Cruz, California, USA, August 5-7, 1991},
pages = {112--127},
publisher = {Morgan Kaufmann},
year = {1991},
url = {http://dl.acm.org/citation.cfm?id=114847},
timestamp = {Fri, 23 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/SeungST91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/LevinTS90,
author = {Esther Levin and
Naftali Tishby and
Sara A. Solla},
title = {A statistical approach to learning and generalization in layered neural
networks},
journal = {Proc. {IEEE}},
volume = {78},
number = {10},
pages = {1568--1574},
year = {1990},
url = {https://doi.org/10.1109/5.58339},
doi = {10.1109/5.58339},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/LevinTS90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Tishby90,
author = {Naftali Tishby},
title = {A dynamical systems approach to speech processing},
booktitle = {1990 International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '90, Albuquerque, New Mexico, USA, April 3-6, 1990},
pages = {365--368},
publisher = {{IEEE}},
year = {1990},
url = {https://doi.org/10.1109/ICASSP.1990.115686},
doi = {10.1109/ICASSP.1990.115686},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Tishby90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/LevinTS89,
author = {Esther Levin and
Naftali Tishby and
Sara A. Solla},
editor = {Ronald L. Rivest and
David Haussler and
Manfred K. Warmuth},
title = {A Statistical Approach to Learning and Generalization in Layered Neural
Networks},
booktitle = {Proceedings of the Second Annual Workshop on Computational Learning
Theory, {COLT} 1989, Santa Cruz, CA, USA, July 31 - August 2, 1989},
pages = {245--260},
publisher = {Morgan Kaufmann},
year = {1989},
url = {http://dl.acm.org/citation.cfm?id=93361},
timestamp = {Fri, 23 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/LevinTS89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Tishby88,
author = {Naftali Tishby},
title = {Nonlinear dynamical modeling of speech using neural networks},
journal = {Neural Networks},
volume = {1},
number = {Supplement-1},
pages = {279},
year = {1988},
url = {https://doi.org/10.1016/0893-6080(88)90313-9},
doi = {10.1016/0893-6080(88)90313-9},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/Tishby88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Tishby88,
author = {Naftali Tishby},
title = {Information theoretic factorization of speaker and language in hidden
Markov models, with application to speaker recognition},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '88, New York, New York, USA, April 11-14, 1988},
pages = {87--90},
publisher = {{IEEE}},
year = {1988},
url = {https://doi.org/10.1109/ICASSP.1988.196517},
doi = {10.1109/ICASSP.1988.196517},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Tishby88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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