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ORCIDBibTeX records: Reinhard Heckel
@inproceedings{DBLP:conf/wacv/DarestaniN0HR0X24,
author = {Mohammad Zalbagi Darestani and
Vishwesh Nath and
Wenqi Li and
Yufan He and
Holger R. Roth and
Ziyue Xu and
Daguang Xu and
Reinhard Heckel and
Can Zhao},
title = {IR-FRestormer: Iterative Refinement with Fourier-Based Restormer for
Accelerated {MRI} Reconstruction},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {7640--7649},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00748},
doi = {10.1109/WACV57701.2024.00748},
timestamp = {Wed, 17 Apr 2024 07:41:22 +0200},
biburl = {https://dblp.org/rec/conf/wacv/DarestaniN0HR0X24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08540,
author = {Samir Yitzhak Gadre and
Georgios Smyrnis and
Vaishaal Shankar and
Suchin Gururangan and
Mitchell Wortsman and
Rulin Shao and
Jean Mercat and
Alex Fang and
Jeffrey Li and
Sedrick Keh and
Rui Xin and
Marianna Nezhurina and
Igor Vasiljevic and
Jenia Jitsev and
Alexandros G. Dimakis and
Gabriel Ilharco and
Shuran Song and
Thomas Kollar and
Yair Carmon and
Achal Dave and
Reinhard Heckel and
Niklas Muennighoff and
Ludwig Schmidt},
title = {Language models scale reliably with over-training and on downstream
tasks},
journal = {CoRR},
volume = {abs/2403.08540},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08540},
doi = {10.48550/ARXIV.2403.08540},
eprinttype = {arXiv},
eprint = {2403.08540},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08540.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/WeindelGGH23,
author = {Franziska Weindel and
Andreas L. Gimpel and
Robert N. Grass and
Reinhard Heckel},
title = {Embracing errors is more effective than avoiding them through constrained
coding for {DNA} data storage},
booktitle = {59th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2023, Monticello, IL, USA, September 26-29, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/Allerton58177.2023.10313494},
doi = {10.1109/ALLERTON58177.2023.10313494},
timestamp = {Wed, 29 Nov 2023 10:22:21 +0100},
biburl = {https://dblp.org/rec/conf/allerton/WeindelGGH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MansourH23,
author = {Youssef Mansour and
Reinhard Heckel},
title = {Zero-Shot Noise2Noise: Efficient Image Denoising without any Data},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {14018--14027},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01347},
doi = {10.1109/CVPR52729.2023.01347},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/MansourH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KlugH23,
author = {Tobit Klug and
Reinhard Heckel},
title = {Scaling Laws For Deep Learning Based Image Reconstruction},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=op-ceGueqc4},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KlugH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KlugAH23,
author = {Tobit Klug and
Dogukan Atik and
Reinhard Heckel},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Analyzing the Sample Complexity of Self-Supervised Image Reconstruction
Methods},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/cfaea3a519edf73c3a0480ae8f00bc4e-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KlugAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KrainovicSH23,
author = {Anselm Krainovic and
Mahdi Soltanolkotabi and
Reinhard Heckel},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Learning Provably Robust Estimators for Inverse Problems via Jittering},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/b3411e30afa6caeefa4d6d39a5ea84cd-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KrainovicSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/KunzelRH23,
author = {Johannes K{\"{u}}nzel and
Stefan Ruschke and
Reinhard Heckel},
title = {Free-breathing 2D Cartesian Cardiac {MRI} Datasets},
publisher = {{IEEE} DataPort},
year = {2023},
month = may,
howpublished = {\url{https://doi.org/10.21227/f057-dw29}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.21227/f057-dw29},
doi = {10.21227/F057-DW29},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/KunzelRH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-11253,
author = {Youssef Mansour and
Reinhard Heckel},
title = {Zero-Shot Noise2Noise: Efficient Image Denoising without any Data},
journal = {CoRR},
volume = {abs/2303.11253},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.11253},
doi = {10.48550/ARXIV.2303.11253},
eprinttype = {arXiv},
eprint = {2303.11253},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-11253.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06822,
author = {Johannes F. Kunz and
Stefan Ruschke and
Reinhard Heckel},
title = {Implicit Neural Networks with Fourier-Feature Inputs for Free-breathing
Cardiac {MRI} Reconstruction},
journal = {CoRR},
volume = {abs/2305.06822},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.06822},
doi = {10.48550/ARXIV.2305.06822},
eprinttype = {arXiv},
eprint = {2305.06822},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-06822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19079,
author = {Tobit Klug and
Dogukan Atik and
Reinhard Heckel},
title = {Analyzing the Sample Complexity of Self-Supervised Image Reconstruction
Methods},
journal = {CoRR},
volume = {abs/2305.19079},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19079},
doi = {10.48550/ARXIV.2305.19079},
eprinttype = {arXiv},
eprint = {2305.19079},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19079.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-12822,
author = {Anselm Krainovic and
Mahdi Soltanolkotabi and
Reinhard Heckel},
title = {Learning Provably Robust Estimators for Inverse Problems via Jittering},
journal = {CoRR},
volume = {abs/2307.12822},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.12822},
doi = {10.48550/ARXIV.2307.12822},
eprinttype = {arXiv},
eprint = {2307.12822},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-12822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-02836,
author = {Stefan Bamberger and
Reinhard Heckel and
Felix Krahmer},
title = {Approximating Positive Homogeneous Functions with Scale Invariant
Neural Networks},
journal = {CoRR},
volume = {abs/2308.02836},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.02836},
doi = {10.48550/ARXIV.2308.02836},
eprinttype = {arXiv},
eprint = {2308.02836},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-02836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-02958,
author = {Fr{\'{e}}d{\'{e}}ric Wang and
Han Qi and
Alfredo De Goyeneche and
Reinhard Heckel and
Michael Lustig and
Efrat Shimron},
title = {K-band: Self-supervised {MRI} Reconstruction via Stochastic Gradient
Descent over K-space Subsets},
journal = {CoRR},
volume = {abs/2308.02958},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.02958},
doi = {10.48550/ARXIV.2308.02958},
eprinttype = {arXiv},
eprint = {2308.02958},
timestamp = {Thu, 24 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-02958.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-05952,
author = {Franziska Weindel and
Andreas L. Gimpel and
Robert N. Grass and
Reinhard Heckel},
title = {Embracing Errors is More Efficient than Avoiding Them through Constrained
Coding for {DNA} Data Storage},
journal = {CoRR},
volume = {abs/2308.05952},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.05952},
doi = {10.48550/ARXIV.2308.05952},
eprinttype = {arXiv},
eprint = {2308.05952},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-05952.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-05539,
author = {Simon Wiedemann and
Reinhard Heckel},
title = {A Deep Learning Method for Simultaneous Denoising and Missing Wedge
Reconstruction in Cryogenic Electron Tomography},
journal = {CoRR},
volume = {abs/2311.05539},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.05539},
doi = {10.48550/ARXIV.2311.05539},
eprinttype = {arXiv},
eprint = {2311.05539},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-05539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10271,
author = {Kang Lin and
Reinhard Heckel},
title = {Robustness of Deep Learning for Accelerated {MRI:} Benefits of Diverse
Training Data},
journal = {CoRR},
volume = {abs/2312.10271},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.10271},
doi = {10.48550/ARXIV.2312.10271},
eprinttype = {arXiv},
eprint = {2312.10271},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-10271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftcit/ShomoronyH22,
author = {Ilan Shomorony and
Reinhard Heckel},
title = {Information-Theoretic Foundations of {DNA} Data Storage},
journal = {Found. Trends Commun. Inf. Theory},
volume = {19},
number = {1},
pages = {1--106},
year = {2022},
url = {https://doi.org/10.1561/0100000117},
doi = {10.1561/0100000117},
timestamp = {Mon, 14 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ftcit/ShomoronyH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsait/HandHS22,
author = {Paul Hand and
Reinhard Heckel and
Jonathan Scarlett},
title = {Guest Editorial},
journal = {{IEEE} J. Sel. Areas Inf. Theory},
volume = {3},
number = {3},
pages = {432},
year = {2022},
url = {https://doi.org/10.1109/JSAIT.2023.3242517},
doi = {10.1109/JSAIT.2023.3242517},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsait/HandHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsait/ScarlettHRHE22,
author = {Jonathan Scarlett and
Reinhard Heckel and
Miguel R. D. Rodrigues and
Paul Hand and
Yonina C. Eldar},
title = {Theoretical Perspectives on Deep Learning Methods in Inverse Problems},
journal = {{IEEE} J. Sel. Areas Inf. Theory},
volume = {3},
number = {3},
pages = {433--453},
year = {2022},
url = {https://doi.org/10.1109/JSAIT.2023.3241123},
doi = {10.1109/JSAIT.2023.3241123},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsait/ScarlettHRHE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ReySHM22,
author = {Samuel Rey and
Santiago Segarra and
Reinhard Heckel and
Antonio G. Marques},
title = {Untrained Graph Neural Networks for Denoising},
journal = {{IEEE} Trans. Signal Process.},
volume = {70},
pages = {5708--5723},
year = {2022},
url = {https://doi.org/10.1109/TSP.2022.3223552},
doi = {10.1109/TSP.2022.3223552},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ReySHM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Heckel22,
author = {Reinhard Heckel},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Provable Continual Learning via Sketched Jacobian Approximations},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {10448--10470},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/heckel22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Heckel22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/LevickHS22,
author = {Kel Levick and
Reinhard Heckel and
Ilan Shomorony},
title = {Achieving the Capacity of a {DNA} Storage Channel with Linear Coding
Schemes},
booktitle = {56th Annual Conference on Information Sciences and Systems, {CISS}
2022, Princeton, NJ, USA, March 9-11, 2022},
pages = {218--223},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CISS53076.2022.9751151},
doi = {10.1109/CISS53076.2022.9751151},
timestamp = {Fri, 22 Apr 2022 19:18:39 +0200},
biburl = {https://dblp.org/rec/conf/ciss/LevickHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DarestaniLH22,
author = {Mohammad Zalbagi Darestani and
Jiayu Liu and
Reinhard Heckel},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Test-Time Training Can Close the Natural Distribution Shift Performance
Gap in Deep Learning Based Compressed Sensing},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {4754--4776},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/darestani22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/DarestaniLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/YilmazH22,
author = {Fatih Furkan Yilmaz and
Reinhard Heckel},
title = {Regularization-wise double descent: Why it occurs and how to eliminate
it},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2022,
Espoo, Finland, June 26 - July 1, 2022},
pages = {426--431},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISIT50566.2022.9834569},
doi = {10.1109/ISIT50566.2022.9834569},
timestamp = {Mon, 08 Aug 2022 16:44:13 +0200},
biburl = {https://dblp.org/rec/conf/isit/YilmazH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/LinH22,
author = {Kang Lin and
Reinhard Heckel},
editor = {Ender Konukoglu and
Bjoern H. Menze and
Archana Venkataraman and
Christian F. Baumgartner and
Qi Dou and
Shadi Albarqouni},
title = {Vision Transformers Enable Fast and Robust Accelerated {MRI}},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2022, 6-8 July 2022, Zurich, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {172},
pages = {774--795},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v172/lin22a.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/midl/LinH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-02018,
author = {Youssef Mansour and
Kang Lin and
Reinhard Heckel},
title = {Image-to-Image MLP-mixer for Image Reconstruction},
journal = {CoRR},
volume = {abs/2202.02018},
year = {2022},
url = {https://arxiv.org/abs/2202.02018},
eprinttype = {arXiv},
eprint = {2202.02018},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-02018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01378,
author = {Fatih Furkan Yilmaz and
Reinhard Heckel},
title = {Regularization-wise double descent: Why it occurs and how to eliminate
it},
journal = {CoRR},
volume = {abs/2206.01378},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01378},
doi = {10.48550/ARXIV.2206.01378},
eprinttype = {arXiv},
eprint = {2206.01378},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14373,
author = {Jonathan Scarlett and
Reinhard Heckel and
Miguel R. D. Rodrigues and
Paul Hand and
Yonina C. Eldar},
title = {Theoretical Perspectives on Deep Learning Methods in Inverse Problems},
journal = {CoRR},
volume = {abs/2206.14373},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.14373},
doi = {10.48550/ARXIV.2206.14373},
eprinttype = {arXiv},
eprint = {2206.14373},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-14373.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-13435,
author = {Tobit Klug and
Reinhard Heckel},
title = {Scaling Laws For Deep Learning Based Image Reconstruction},
journal = {CoRR},
volume = {abs/2209.13435},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.13435},
doi = {10.48550/ARXIV.2209.13435},
eprinttype = {arXiv},
eprint = {2209.13435},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-13435.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04166,
author = {Fatih Furkan Yilmaz and
Reinhard Heckel},
title = {Test-time Recalibration of Conformal Predictors Under Distribution
Shift Based on Unlabeled Examples},
journal = {CoRR},
volume = {abs/2210.04166},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04166},
doi = {10.48550/ARXIV.2210.04166},
eprinttype = {arXiv},
eprint = {2210.04166},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11589,
author = {Daniel LeJeune and
Jiayu Liu and
Reinhard Heckel},
title = {Monotonic Risk Relationships under Distribution Shifts for Regularized
Risk Minimization},
journal = {CoRR},
volume = {abs/2210.11589},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11589},
doi = {10.48550/ARXIV.2210.11589},
eprinttype = {arXiv},
eprint = {2210.11589},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05552,
author = {Ilan Shomorony and
Reinhard Heckel},
title = {Information-Theoretic Foundations of {DNA} Data Storage},
journal = {CoRR},
volume = {abs/2211.05552},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05552},
doi = {10.48550/ARXIV.2211.05552},
eprinttype = {arXiv},
eprint = {2211.05552},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tci/DarestaniH21,
author = {Mohammad Zalbagi Darestani and
Reinhard Heckel},
title = {Accelerated {MRI} With Un-Trained Neural Networks},
journal = {{IEEE} Trans. Computational Imaging},
volume = {7},
pages = {724--733},
year = {2021},
url = {https://doi.org/10.1109/TCI.2021.3097596},
doi = {10.1109/TCI.2021.3097596},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tci/DarestaniH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ShomoronyH21,
author = {Ilan Shomorony and
Reinhard Heckel},
title = {DNA-Based Storage: Models and Fundamental Limits},
journal = {{IEEE} Trans. Inf. Theory},
volume = {67},
number = {6},
pages = {3675--3689},
year = {2021},
url = {https://doi.org/10.1109/TIT.2021.3058966},
doi = {10.1109/TIT.2021.3058966},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/ShomoronyH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HeckelY21,
author = {Reinhard Heckel and
Fatih Furkan Yilmaz},
title = {Early Stopping in Deep Networks: Double Descent and How to Eliminate
it},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=tlV90jvZbw},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HeckelY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DarestaniCH21,
author = {Mohammad Zalbagi Darestani and
Akshay S. Chaudhari and
Reinhard Heckel},
editor = {Marina Meila and
Tong Zhang},
title = {Measuring Robustness in Deep Learning Based Compressive Sensing},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2433--2444},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/darestani21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DarestaniCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FabianHS21,
author = {Zalan Fabian and
Reinhard Heckel and
Mahdi Soltanolkotabi},
editor = {Marina Meila and
Tong Zhang},
title = {Data augmentation for deep learning based accelerated {MRI} reconstruction
with limited data},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3057--3067},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fabian21a.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FabianHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DonhauserTAHY21,
author = {Konstantin Donhauser and
Alexandru Tifrea and
Michael Aerni and
Reinhard Heckel and
Fanny Yang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Interpolation can hurt robust generalization even when there is no
noise},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {23465--23477},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/c4f2c88e16a579900657c18726641c81-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DonhauserTAHY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/DaiDHS21,
author = {Zhenwei Dai and
Aditya Desai and
Reinhard Heckel and
Anshumali Shrivastava},
editor = {Guoliang Li and
Zhanhuai Li and
Stratos Idreos and
Divesh Srivastava},
title = {Active Sampling Count Sketch {(ASCS)} for Online Sparse Estimation
of a Trillion Scale Covariance Matrix},
booktitle = {{SIGMOD} '21: International Conference on Management of Data, Virtual
Event, China, June 20-25, 2021},
pages = {352--364},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3448016.3457327},
doi = {10.1145/3448016.3457327},
timestamp = {Mon, 21 Jun 2021 11:48:16 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/DaiDHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14947,
author = {Zalan Fabian and
Reinhard Heckel and
Mahdi Soltanolkotabi},
title = {Data augmentation for deep learning based accelerated {MRI} reconstruction
with limited data},
journal = {CoRR},
volume = {abs/2106.14947},
year = {2021},
url = {https://arxiv.org/abs/2106.14947},
eprinttype = {arXiv},
eprint = {2106.14947},
timestamp = {Mon, 05 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-14947.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-02883,
author = {Konstantin Donhauser and
Alexandru Tifrea and
Michael Aerni and
Reinhard Heckel and
Fanny Yang},
title = {Interpolation can hurt robust generalization even when there is no
noise},
journal = {CoRR},
volume = {abs/2108.02883},
year = {2021},
url = {https://arxiv.org/abs/2108.02883},
eprinttype = {arXiv},
eprint = {2108.02883},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-02883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-11700,
author = {Samuel Rey and
Santiago Segarra and
Reinhard Heckel and
Antonio G. Marques},
title = {Untrained Graph Neural Networks for Denoising},
journal = {CoRR},
volume = {abs/2109.11700},
year = {2021},
url = {https://arxiv.org/abs/2109.11700},
eprinttype = {arXiv},
eprint = {2109.11700},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-11700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-01630,
author = {Kel Levick and
Reinhard Heckel and
Ilan Shomorony},
title = {Achieving the Capacity of a {DNA} Storage Channel with Linear Coding
Schemes},
journal = {CoRR},
volume = {abs/2112.01630},
year = {2021},
url = {https://arxiv.org/abs/2112.01630},
eprinttype = {arXiv},
eprint = {2112.01630},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-01630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-05095,
author = {Reinhard Heckel},
title = {Provable Continual Learning via Sketched Jacobian Approximations},
journal = {CoRR},
volume = {abs/2112.05095},
year = {2021},
url = {https://arxiv.org/abs/2112.05095},
eprinttype = {arXiv},
eprint = {2112.05095},
timestamp = {Tue, 14 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-05095.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShinHS20,
author = {Seiyun Shin and
Reinhard Heckel and
Ilan Shomorony},
title = {Capacity of the Erasure Shuffling Channel},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {8841--8845},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9053486},
doi = {10.1109/ICASSP40776.2020.9053486},
timestamp = {Thu, 23 Jul 2020 16:19:28 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ShinHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HeckelS20,
author = {Reinhard Heckel and
Mahdi Soltanolkotabi},
title = {Denoising and Regularization via Exploiting the Structural Bias of
Convolutional Generators},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=HJeqhA4YDS},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/HeckelS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeckelS20,
author = {Reinhard Heckel and
Mahdi Soltanolkotabi},
title = {Compressive sensing with un-trained neural networks: Gradient descent
finds a smooth approximation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4149--4158},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/heckel20a.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HeckelS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-06311,
author = {Ilan Shomorony and
Reinhard Heckel},
title = {DNA-Based Storage: Models and Fundamental Limits},
journal = {CoRR},
volume = {abs/2001.06311},
year = {2020},
url = {https://arxiv.org/abs/2001.06311},
eprinttype = {arXiv},
eprint = {2001.06311},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-06311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-08747,
author = {Max Daniels and
Paul Hand and
Reinhard Heckel},
title = {Reducing the Representation Error of {GAN} Image Priors Using the
Deep Decoder},
journal = {CoRR},
volume = {abs/2001.08747},
year = {2020},
url = {https://arxiv.org/abs/2001.08747},
eprinttype = {arXiv},
eprint = {2001.08747},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-08747.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-03991,
author = {Reinhard Heckel and
Mahdi Soltanolkotabi},
title = {Compressive sensing with un-trained neural networks: Gradient descent
finds the smoothest approximation},
journal = {CoRR},
volume = {abs/2005.03991},
year = {2020},
url = {https://arxiv.org/abs/2005.03991},
eprinttype = {arXiv},
eprint = {2005.03991},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-03991.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-02471,
author = {Mohammad Zalbagi Darestani and
Reinhard Heckel},
title = {Can Un-trained Neural Networks Compete with Trained Neural Networks
at Image Reconstruction?},
journal = {CoRR},
volume = {abs/2007.02471},
year = {2020},
url = {https://arxiv.org/abs/2007.02471},
eprinttype = {arXiv},
eprint = {2007.02471},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-02471.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-10099,
author = {Reinhard Heckel and
Fatih Furkan Yilmaz},
title = {Early Stopping in Deep Networks: Double Descent and How to Eliminate
it},
journal = {CoRR},
volume = {abs/2007.10099},
year = {2020},
url = {https://arxiv.org/abs/2007.10099},
eprinttype = {arXiv},
eprint = {2007.10099},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-10099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-15951,
author = {Zhenwei Dai and
Aditya Desai and
Reinhard Heckel and
Anshumali Shrivastava},
title = {Active Sampling Count Sketch {(ASCS)} for Online Sparse Estimation
of a Trillion Scale Covariance Matrix},
journal = {CoRR},
volume = {abs/2010.15951},
year = {2020},
url = {https://arxiv.org/abs/2010.15951},
eprinttype = {arXiv},
eprint = {2010.15951},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-15951.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/VlachosDHVPA19,
author = {Michail Vlachos and
Celestine D{\"{u}}nner and
Reinhard Heckel and
Vassilios G. Vassiliadis and
Thomas P. Parnell and
Kubilay Atasu},
title = {Addressing Interpretability and Cold-Start in Matrix Factorization
for Recommender Systems},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {7},
pages = {1253--1266},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2829521},
doi = {10.1109/TKDE.2018.2829521},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/VlachosDHVPA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LeJeuneHB19,
author = {Daniel LeJeune and
Reinhard Heckel and
Richard G. Baraniuk},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Adaptive Estimation for Approximate {\textdollar}k{\textdollar}-Nearest-Neighbor
Computations},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {3099--3107},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/lejeune19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LeJeuneHB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/OngHR19,
author = {Frank Ong and
Reinhard Heckel and
Kannan Ramchandran},
title = {A Fast and Robust Paradigm for Fourier Compressed Sensing Based on
Coded Sampling},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {5117--5121},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682063},
doi = {10.1109/ICASSP.2019.8682063},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/OngHR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HeckelH19,
author = {Reinhard Heckel and
Paul Hand},
title = {Deep Decoder: Concise Image Representations from Untrained Non-convolutional
Networks},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=rylV-2C9KQ},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HeckelH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/ShomoronyH19,
author = {Ilan Shomorony and
Reinhard Heckel},
title = {Capacity Results for the Noisy Shuffling Channel},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2019,
Paris, France, July 7-12, 2019},
pages = {762--766},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISIT.2019.8849789},
doi = {10.1109/ISIT.2019.8849789},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/ShomoronyH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-09465,
author = {Daniel LeJeune and
Richard G. Baraniuk and
Reinhard Heckel},
title = {Adaptive Estimation for Approximate k-Nearest-Neighbor Computations},
journal = {CoRR},
volume = {abs/1902.09465},
year = {2019},
url = {http://arxiv.org/abs/1902.09465},
eprinttype = {arXiv},
eprint = {1902.09465},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-09465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10832,
author = {Ilan Shomorony and
Reinhard Heckel},
title = {Capacity Results for the Noisy Shuffling Channel},
journal = {CoRR},
volume = {abs/1902.10832},
year = {2019},
url = {http://arxiv.org/abs/1902.10832},
eprinttype = {arXiv},
eprint = {1902.10832},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-03100,
author = {Reinhard Heckel},
title = {Regularizing linear inverse problems with convolutional neural networks},
journal = {CoRR},
volume = {abs/1907.03100},
year = {2019},
url = {http://arxiv.org/abs/1907.03100},
eprinttype = {arXiv},
eprint = {1907.03100},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-03100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-09539,
author = {Zhenwei Dai and
Reinhard Heckel},
title = {Channel Normalization in Convolutional Neural Network avoids Vanishing
Gradients},
journal = {CoRR},
volume = {abs/1907.09539},
year = {2019},
url = {http://arxiv.org/abs/1907.09539},
eprinttype = {arXiv},
eprint = {1907.09539},
timestamp = {Tue, 30 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-09539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09055,
author = {Fatih Furkan Yilmaz and
Reinhard Heckel},
title = {Leveraging inductive bias of neural networks for learning without
explicit human annotations},
journal = {CoRR},
volume = {abs/1910.09055},
year = {2019},
url = {http://arxiv.org/abs/1910.09055},
eprinttype = {arXiv},
eprint = {1910.09055},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09055.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-14634,
author = {Reinhard Heckel and
Mahdi Soltanolkotabi},
title = {Denoising and Regularization via Exploiting the Structural Bias of
Convolutional Generators},
journal = {CoRR},
volume = {abs/1910.14634},
year = {2019},
url = {http://arxiv.org/abs/1910.14634},
eprinttype = {arXiv},
eprint = {1910.14634},
timestamp = {Mon, 04 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-14634.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/HeckelS18,
author = {Reinhard Heckel and
Mahdi Soltanolkotabi},
title = {Generalized Line Spectral Estimation via Convex Optimization},
journal = {{IEEE} Trans. Inf. Theory},
volume = {64},
number = {6},
pages = {4001--4023},
year = {2018},
url = {https://doi.org/10.1109/TIT.2017.2757003},
doi = {10.1109/TIT.2017.2757003},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/HeckelS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HeckelSRW18,
author = {Reinhard Heckel and
Max Simchowitz and
Kannan Ramchandran and
Martin J. Wainwright},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Approximate ranking from pairwise comparisons},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1057--1066},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/heckel18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HeckelSRW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-01253,
author = {Reinhard Heckel and
Max Simchowitz and
Kannan Ramchandran and
Martin J. Wainwright},
title = {Approximate Ranking from Pairwise Comparisons},
journal = {CoRR},
volume = {abs/1801.01253},
year = {2018},
url = {http://arxiv.org/abs/1801.01253},
eprinttype = {arXiv},
eprint = {1801.01253},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-01253.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-03322,
author = {Reinhard Heckel and
Gediminas Mikutis and
Robert N. Grass},
title = {A Characterization of the {DNA} Data Storage Channel},
journal = {CoRR},
volume = {abs/1803.03322},
year = {2018},
url = {http://arxiv.org/abs/1803.03322},
eprinttype = {arXiv},
eprint = {1803.03322},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-03322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08855,
author = {Reinhard Heckel and
Wen Huang and
Paul Hand and
Vladislav Voroninski},
title = {Deep Denoising: Rate-Optimal Recovery of Structured Signals with a
Deep Prior},
journal = {CoRR},
volume = {abs/1805.08855},
year = {2018},
url = {http://arxiv.org/abs/1805.08855},
eprinttype = {arXiv},
eprint = {1805.08855},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08855.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10531,
author = {Christopher A. Metzler and
Ali Mousavi and
Reinhard Heckel and
Richard G. Baraniuk},
title = {Unsupervised Learning with Stein's Unbiased Risk Estimator},
journal = {CoRR},
volume = {abs/1805.10531},
year = {2018},
url = {http://arxiv.org/abs/1805.10531},
eprinttype = {arXiv},
eprint = {1805.10531},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10531.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-03018,
author = {Reinhard Heckel},
title = {Super-resolution radar imaging via convex optimization},
journal = {CoRR},
volume = {abs/1810.03018},
year = {2018},
url = {http://arxiv.org/abs/1810.03018},
eprinttype = {arXiv},
eprint = {1810.03018},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-03018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-03982,
author = {Reinhard Heckel and
Paul Hand},
title = {Deep Decoder: Concise Image Representations from Untrained Non-convolutional
Networks},
journal = {CoRR},
volume = {abs/1810.03982},
year = {2018},
url = {http://arxiv.org/abs/1810.03982},
eprinttype = {arXiv},
eprint = {1810.03982},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-03982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/HeckelVPD17,
author = {Reinhard Heckel and
Michail Vlachos and
Thomas P. Parnell and
Celestine D{\"{u}}nner},
title = {Scalable and Interpretable Product Recommendations via Overlapping
Co-Clustering},
booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
San Diego, CA, USA, April 19-22, 2017},
pages = {1033--1044},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDE.2017.149},
doi = {10.1109/ICDE.2017.149},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/HeckelVPD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeckelR17,
author = {Reinhard Heckel and
Kannan Ramchandran},
editor = {Doina Precup and
Yee Whye Teh},
title = {The Sample Complexity of Online One-Class Collaborative Filtering},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1452--1460},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/heckel17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/HeckelR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/HeckelSRT17,
author = {Reinhard Heckel and
Ilan Shomorony and
Kannan Ramchandran and
David N. C. Tse},
title = {Fundamental limits of {DNA} storage systems},
booktitle = {2017 {IEEE} International Symposium on Information Theory, {ISIT}
2017, Aachen, Germany, June 25-30, 2017},
pages = {3130--3134},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISIT.2017.8007106},
doi = {10.1109/ISIT.2017.8007106},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/HeckelSRT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeckelV17,
author = {Reinhard Heckel and
Michail Vlachos},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Private and Right-Protected Big Data Publication: An Analysis},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {660--668},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.74},
doi = {10.1137/1.9781611974973.74},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeckelV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeckelSRT17,
author = {Reinhard Heckel and
Ilan Shomorony and
Kannan Ramchandran and
David N. C. Tse},
title = {Fundamental Limits of {DNA} Storage Systems},
journal = {CoRR},
volume = {abs/1705.04732},
year = {2017},
url = {http://arxiv.org/abs/1705.04732},
eprinttype = {arXiv},
eprint = {1705.04732},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HeckelSRT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeckelR17,
author = {Reinhard Heckel and
Kannan Ramchandran},
title = {The Sample Complexity of Online One-Class Collaborative Filtering},
journal = {CoRR},
volume = {abs/1706.00061},
year = {2017},
url = {http://arxiv.org/abs/1706.00061},
eprinttype = {arXiv},
eprint = {1706.00061},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HeckelR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-02134,
author = {Nick Antipa and
Grace Kuo and
Reinhard Heckel and
Ben Mildenhall and
Emrah Bostan and
Ren Ng and
Laura Waller},
title = {DiffuserCam: Lensless Single-exposure 3D Imaging},
journal = {CoRR},
volume = {abs/1710.02134},
year = {2017},
url = {http://arxiv.org/abs/1710.02134},
eprinttype = {arXiv},
eprint = {1710.02134},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-02134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ibmrd/VlachosVHL16,
author = {Michail Vlachos and
Vassilios G. Vassiliadis and
Reinhard Heckel and
Abdel Labbi},
title = {Toward interpretable predictive models in {B2B} recommender systems},
journal = {{IBM} J. Res. Dev.},
volume = {60},
number = {5/6},
pages = {11:1--11:12},
year = {2016},
url = {https://doi.org/10.1147/JRD.2016.2602097},
doi = {10.1147/JRD.2016.2602097},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ibmrd/VlachosVHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/Heckel16,
author = {Reinhard Heckel},
title = {Super-resolution {MIMO} radar},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2016,
Barcelona, Spain, July 10-15, 2016},
pages = {1416--1420},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISIT.2016.7541532},
doi = {10.1109/ISIT.2016.7541532},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/Heckel16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeckelV16,
author = {Reinhard Heckel and
Michail Vlachos},
title = {Interpretable recommendations via overlapping co-clusters},
journal = {CoRR},
volume = {abs/1604.02071},
year = {2016},
url = {http://arxiv.org/abs/1604.02071},
eprinttype = {arXiv},
eprint = {1604.02071},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HeckelV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Heckel16,
author = {Reinhard Heckel},
title = {Super-Resolution {MIMO} Radar},
journal = {CoRR},
volume = {abs/1605.03230},
year = {2016},
url = {http://arxiv.org/abs/1605.03230},
eprinttype = {arXiv},
eprint = {1605.03230},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Heckel16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeckelSRW16,
author = {Reinhard Heckel and
Nihar B. Shah and
Kannan Ramchandran and
Martin J. Wainwright},
title = {Active Ranking from Pairwise Comparisons and the Futility of Parametric
Assumptions},
journal = {CoRR},
volume = {abs/1606.08842},
year = {2016},
url = {http://arxiv.org/abs/1606.08842},
eprinttype = {arXiv},
eprint = {1606.08842},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HeckelSRW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeckelS16,
author = {Reinhard Heckel and
Mahdi Soltanolkotabi},
title = {Generalized Line Spectral Estimation via Convex Optimization},
journal = {CoRR},
volume = {abs/1609.08198},
year = {2016},
url = {http://arxiv.org/abs/1609.08198},
eprinttype = {arXiv},
eprint = {1609.08198},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HeckelS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/HeckelB15,
author = {Reinhard Heckel and
Helmut B{\"{o}}lcskei},
title = {Robust Subspace Clustering via Thresholding},
journal = {{IEEE} Trans. Inf. Theory},
volume = {61},
number = {11},
pages = {6320--6342},
year = {2015},
url = {https://doi.org/10.1109/TIT.2015.2472520},
doi = {10.1109/TIT.2015.2472520},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/HeckelB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeckelTB15,
author = {Reinhard Heckel and
Michael Tschannen and
Helmut B{\"{o}}lcskei},
title = {Dimensionality-reduced subspace clustering},
journal = {CoRR},
volume = {abs/1507.07105},
year = {2015},
url = {http://arxiv.org/abs/1507.07105},
eprinttype = {arXiv},
eprint = {1507.07105},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HeckelTB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Heckel14,
author = {Reinhard Heckel},
title = {Sparse signal processing: subspace clustering and system identification},
school = {{ETH} Zurich},
year = {2014},
url = {https://d-nb.info/1059886138},
isbn = {978-3-86628-513-2},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Heckel14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/JungHBH14,
author = {Alexander Jung and
Reinhard Heckel and
Helmut B{\"{o}}lcskei and
Franz Hlawatsch},
title = {Compressive nonparametric graphical model selection for time series},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {769--773},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6853700},
doi = {10.1109/ICASSP.2014.6853700},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/JungHBH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HeckelAB14,
author = {Reinhard Heckel and
Eirikur Agustsson and
Helmut B{\"{o}}lcskei},
title = {Neighborhood selection for thresholding-based subspace clustering},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {6761--6765},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6854909},
doi = {10.1109/ICASSP.2014.6854909},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HeckelAB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/HeckelTB14,
author = {Reinhard Heckel and
Michael Tschannen and
Helmut B{\"{o}}lcskei},
title = {Subspace clustering of dimensionality-reduced data},
booktitle = {2014 {IEEE} International Symposium on Information Theory, Honolulu,
HI, USA, June 29 - July 4, 2014},
pages = {2997--3001},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISIT.2014.6875384},
doi = {10.1109/ISIT.2014.6875384},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/HeckelTB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeckelAB14,
author = {Reinhard Heckel and
Eirikur Agustsson and
Helmut B{\"{o}}lcskei},
title = {Neighborhood Selection for Thresholding-based Subspace Clustering},
journal = {CoRR},
volume = {abs/1403.3438},
year = {2014},
url = {http://arxiv.org/abs/1403.3438},
eprinttype = {arXiv},
eprint = {1403.3438},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HeckelAB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeckelTB14,
author = {Reinhard Heckel and
Michael Tschannen and
Helmut B{\"{o}}lcskei},
title = {Subspace clustering of dimensionality-reduced data},
journal = {CoRR},
volume = {abs/1404.6818},
year = {2014},
url = {http://arxiv.org/abs/1404.6818},
eprinttype = {arXiv},
eprint = {1404.6818},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HeckelTB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeckelMS14,
author = {Reinhard Heckel and
Veniamin I. Morgenshtern and
Mahdi Soltanolkotabi},
title = {Super-Resolution Radar},
journal = {CoRR},
volume = {abs/1411.6272},
year = {2014},
url = {http://arxiv.org/abs/1411.6272},
eprinttype = {arXiv},
eprint = {1411.6272},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HeckelMS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejbsb/HeckelSB13,
author = {Reinhard Heckel and
Steffen Schober and
Martin Bossert},
title = {Harmonic analysis of Boolean networks: determinative power and perturbations},
journal = {{EURASIP} J. Bioinform. Syst. Biol.},
volume = {2013},
pages = {6},
year = {2013},
url = {https://doi.org/10.1186/1687-4153-2013-6},
doi = {10.1186/1687-4153-2013-6},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejbsb/HeckelSB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/HeckelB13,
author = {Reinhard Heckel and
Helmut B{\"{o}}lcskei},
title = {Identification of Sparse Linear Operators},
journal = {{IEEE} Trans. Inf. Theory},
volume = {59},
number = {12},
pages = {7985--8000},
year = {2013},
url = {https://doi.org/10.1109/TIT.2013.2280599},
doi = {10.1109/TIT.2013.2280599},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/HeckelB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HeckelB13,
author = {Reinhard Heckel and
Helmut B{\"{o}}lcskei},
title = {Subspace clustering via thresholding and spectral clustering},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {3263--3267},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638261},
doi = {10.1109/ICASSP.2013.6638261},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HeckelB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/HeckelB13,
author = {Reinhard Heckel and
Helmut B{\"{o}}lcskei},
title = {Noisy subspace clustering via thresholding},
booktitle = {Proceedings of the 2013 {IEEE} International Symposium on Information
Theory, Istanbul, Turkey, July 7-12, 2013},
pages = {1382--1386},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISIT.2013.6620453},
doi = {10.1109/ISIT.2013.6620453},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/HeckelB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-3716,
author = {Reinhard Heckel and
Helmut B{\"{o}}lcskei},
title = {Subspace Clustering via Thresholding and Spectral Clustering},
journal = {CoRR},
volume = {abs/1303.3716},
year = {2013},
url = {http://arxiv.org/abs/1303.3716},
eprinttype = {arXiv},
eprint = {1303.3716},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-3716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-3486,
author = {Reinhard Heckel and
Helmut B{\"{o}}lcskei},
title = {Noisy Subspace Clustering via Thresholding},
journal = {CoRR},
volume = {abs/1305.3486},
year = {2013},
url = {http://arxiv.org/abs/1305.3486},
eprinttype = {arXiv},
eprint = {1305.3486},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-3486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeckelB13,
author = {Reinhard Heckel and
Helmut B{\"{o}}lcskei},
title = {Robust Subspace Clustering via Thresholding},
journal = {CoRR},
volume = {abs/1307.4891},
year = {2013},
url = {http://arxiv.org/abs/1307.4891},
eprinttype = {arXiv},
eprint = {1307.4891},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HeckelB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/HeckelB12,
author = {Reinhard Heckel and
Helmut B{\"{o}}lcskei},
title = {Joint sparsity with different measurement matrices},
booktitle = {50th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2012, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, October 1-5, 2012},
pages = {698--702},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/Allerton.2012.6483286},
doi = {10.1109/ALLERTON.2012.6483286},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/allerton/HeckelB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-5187,
author = {Reinhard Heckel and
Helmut B{\"{o}}lcskei},
title = {Identification of Sparse Linear Operators},
journal = {CoRR},
volume = {abs/1209.5187},
year = {2012},
url = {http://arxiv.org/abs/1209.5187},
eprinttype = {arXiv},
eprint = {1209.5187},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-5187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-2272,
author = {Reinhard Heckel and
Helmut B{\"{o}}lcskei},
title = {Joint Sparsity with Different Measurement Matrices},
journal = {CoRR},
volume = {abs/1210.2272},
year = {2012},
url = {http://arxiv.org/abs/1210.2272},
eprinttype = {arXiv},
eprint = {1210.2272},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-2272.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejbsb/SchoberKHB11,
author = {Steffen Schober and
David Kracht and
Reinhard Heckel and
Martin Bossert},
title = {Detecting controlling nodes of boolean regulatory networks},
journal = {{EURASIP} J. Bioinform. Syst. Biol.},
volume = {2011},
pages = {6},
year = {2011},
url = {https://doi.org/10.1186/1687-4153-2011-6},
doi = {10.1186/1687-4153-2011-6},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejbsb/SchoberKHB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/HeckelB11,
author = {Reinhard Heckel and
Helmut B{\"{o}}lcskei},
editor = {Alexander Kuleshov and
Vladimir M. Blinovsky and
Anthony Ephremides},
title = {Compressive identification of linear operators},
booktitle = {2011 {IEEE} International Symposium on Information Theory Proceedings,
{ISIT} 2011, St. Petersburg, Russia, July 31 - August 5, 2011},
pages = {1412--1416},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISIT.2011.6033772},
doi = {10.1109/ISIT.2011.6033772},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/HeckelB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1105-5215,
author = {Reinhard Heckel and
Helmut B{\"{o}}lcskei},
title = {Compressive Identification of Linear Operators},
journal = {CoRR},
volume = {abs/1105.5215},
year = {2011},
url = {http://arxiv.org/abs/1105.5215},
eprinttype = {arXiv},
eprint = {1105.5215},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1105-5215.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-0807,
author = {Reinhard Heckel and
Steffen Schober and
Martin Bossert},
title = {Harmonic Analysis of Boolean Networks: Determinative Power and Perturbations},
journal = {CoRR},
volume = {abs/1109.0807},
year = {2011},
url = {http://arxiv.org/abs/1109.0807},
eprinttype = {arXiv},
eprint = {1109.0807},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-0807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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