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ORCIDBibTeX records: Glenn Fung
@article{DBLP:journals/oms/KlineF23,
author = {Jeffery Kline and
Glenn Martin Fung},
title = {Linear programming with nonparametric penalty programs and iterated
thresholding},
journal = {Optim. Methods Softw.},
volume = {38},
number = {1},
pages = {107--127},
year = {2023},
url = {https://doi.org/10.1080/10556788.2022.2117356},
doi = {10.1080/10556788.2022.2117356},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/oms/KlineF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MehtaKLFS23,
author = {Ronak Mehta and
Jeffery Kline and
Vishnu Suresh Lokhande and
Glenn Fung and
Vikas Singh},
title = {Efficient Discrete Multi Marginal Optimal Transport Regularization},
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=R98ZfMt-jE},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MehtaKLFS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TekinYCFK22,
author = {Ender Tekin and
Qian You and
Devin M. Conathan and
Glenn Moo Fung and
Thomas S. Kneubuehl},
title = {Harvest - a System for Creating Structured Rate Filing Data from Filing
PDFs},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {12414--12422},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i11.21507},
doi = {10.1609/AAAI.V36I11.21507},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TekinYCFK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZengPKFS22,
author = {Zhanpeng Zeng and
Sourav Pal and
Jeffery Kline and
Glenn Moo Fung and
Vikas Singh},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Multi Resolution Analysis {(MRA)} for Approximate Self-Attention},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {25955--25972},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zeng22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZengPKFS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-10284,
author = {Zhanpeng Zeng and
Sourav Pal and
Jeffery Kline and
Glenn Moo Fung and
Vikas Singh},
title = {Multi Resolution Analysis {(MRA)} for Approximate Self-Attention},
journal = {CoRR},
volume = {abs/2207.10284},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.10284},
doi = {10.48550/ARXIV.2207.10284},
eprinttype = {arXiv},
eprint = {2207.10284},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-10284.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fams/FungPCWM21,
author = {Glenn Fung and
Luisa F. Polan{\'{\i}}a and
Sou{-}Cheng T. Choi and
Victor Wu and
Lawrence Ma},
title = {Editorial: Artificial Intelligence in Insurance and Finance},
journal = {Frontiers Appl. Math. Stat.},
volume = {7},
pages = {795207},
year = {2021},
url = {https://doi.org/10.3389/fams.2021.795207},
doi = {10.3389/FAMS.2021.795207},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fams/FungPCWM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/Thirumuruganathan21,
author = {Saravanan Thirumuruganathan and
Han Li and
Nan Tang and
Mourad Ouzzani and
Yash Govind and
Derek Paulsen and
Glenn Fung and
AnHai Doan},
title = {Deep Learning for Blocking in Entity Matching: {A} Design Space Exploration},
journal = {Proc. {VLDB} Endow.},
volume = {14},
number = {11},
pages = {2459--2472},
year = {2021},
url = {http://www.vldb.org/pvldb/vol14/p2459-thirumuruganathan.pdf},
doi = {10.14778/3476249.3476294},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/Thirumuruganathan21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XiongZCTFLS21,
author = {Yunyang Xiong and
Zhanpeng Zeng and
Rudrasis Chakraborty and
Mingxing Tan and
Glenn Fung and
Yin Li and
Vikas Singh},
title = {Nystr{\"{o}}mformer: {A} Nystr{\"{o}}m-based Algorithm for
Approximating Self-Attention},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {14138--14148},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i16.17664},
doi = {10.1609/AAAI.V35I16.17664},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XiongZCTFLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhouKCF21,
author = {Zachary Zhou and
Jeffery Kline and
Devin Conathan and
Glenn Fung},
editor = {Nafise Sadat Moosavi and
Iryna Gurevych and
Angela Fan and
Thomas Wolf and
Yufang Hou and
Ana Marasovic and
Sujith Ravi},
title = {Low Resource Quadratic Forms for Knowledge Graph Embeddings},
booktitle = {Proceedings of the Second Workshop on Simple and Efficient Natural
Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
pages = {1--10},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sustainlp-1.1},
doi = {10.18653/V1/2021.SUSTAINLP-1.1},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhouKCF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZengXRAFS21,
author = {Zhanpeng Zeng and
Yunyang Xiong and
Sathya N. Ravi and
Shailesh Acharya and
Glenn Moo Fung and
Vikas Singh},
editor = {Marina Meila and
Tong Zhang},
title = {You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli
Sampling},
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 = {12321--12332},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/zeng21a.html},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZengXRAFS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/transai/GVYDBF21,
author = {Ananth Raj GV and
Qian You and
Daniel Dickinson and
Eric Bunch and
Glenn Fung},
title = {Document Classification and Information Extraction framework for Insurance
Applications},
booktitle = {Third International Conference on Transdisciplinary AI, TransAI 2021,
Laguna Hills, CA, USA, September 20-22, 2021},
pages = {8--16},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/TransAI51903.2021.00010},
doi = {10.1109/TRANSAI51903.2021.00010},
timestamp = {Thu, 18 Jan 2024 15:14:56 +0100},
biburl = {https://dblp.org/rec/conf/transai/GVYDBF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/transai/DickinsonGF21,
author = {Dan Dickinson and
Ananth Raj GV and
Glenn Fung},
title = {A Model for Zero-shot Text Multi-labeling Using Semantics-based Labels},
booktitle = {Third International Conference on Transdisciplinary AI, TransAI 2021,
Laguna Hills, CA, USA, September 20-22, 2021},
pages = {147--154},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/TransAI51903.2021.00033},
doi = {10.1109/TRANSAI51903.2021.00033},
timestamp = {Thu, 18 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/transai/DickinsonGF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00420,
author = {Teja Kanchinadam and
Zihang Meng and
Joseph Bockhorst and
Vikas Singh and
Glenn Fung},
title = {Graph Neural Networks to Predict Customer Satisfaction Following Interactions
with a Corporate Call Center},
journal = {CoRR},
volume = {abs/2102.00420},
year = {2021},
url = {https://arxiv.org/abs/2102.00420},
eprinttype = {arXiv},
eprint = {2102.00420},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00426,
author = {Teja Kanchinadam and
Qian You and
Keith Westpfahl and
James Kim and
Siva Gunda and
Sebastian Seith and
Glenn Fung},
title = {A Simple yet Brisk and Efficient Active Learning Platform for Text
Classification},
journal = {CoRR},
volume = {abs/2102.00426},
year = {2021},
url = {https://arxiv.org/abs/2102.00426},
eprinttype = {arXiv},
eprint = {2102.00426},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03902,
author = {Yunyang Xiong and
Zhanpeng Zeng and
Rudrasis Chakraborty and
Mingxing Tan and
Glenn Fung and
Yin Li and
Vikas Singh},
title = {Nystr{\"{o}}mformer: {A} Nystr{\"{o}}m-Based Algorithm for
Approximating Self-Attention},
journal = {CoRR},
volume = {abs/2102.03902},
year = {2021},
url = {https://arxiv.org/abs/2102.03902},
eprinttype = {arXiv},
eprint = {2102.03902},
timestamp = {Thu, 16 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-03902.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00827,
author = {Eric Bunch and
Jeffery Kline and
Daniel Dickinson and
Suhaas Bhat and
Glenn Fung},
title = {Weighting vectors for machine learning: numerical harmonic analysis
applied to boundary detection},
journal = {CoRR},
volume = {abs/2106.00827},
year = {2021},
url = {https://arxiv.org/abs/2106.00827},
eprinttype = {arXiv},
eprint = {2106.00827},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00827.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13802,
author = {Jaya Krishna Mandivarapu and
Eric Bunch and
Qian You and
Glenn Fung},
title = {Efficient Document Image Classification Using Region-Based Graph Neural
Network},
journal = {CoRR},
volume = {abs/2106.13802},
year = {2021},
url = {https://arxiv.org/abs/2106.13802},
eprinttype = {arXiv},
eprint = {2106.13802},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-00007,
author = {Jaya Krishna Mandivarapu and
Eric Hunch and
Glenn Fung},
title = {Domain Agnostic Few-Shot Learning For Document Intelligence},
journal = {CoRR},
volume = {abs/2111.00007},
year = {2021},
url = {https://arxiv.org/abs/2111.00007},
eprinttype = {arXiv},
eprint = {2111.00007},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-00007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-09714,
author = {Zhanpeng Zeng and
Yunyang Xiong and
Sathya N. Ravi and
Shailesh Acharya and
Glenn Fung and
Vikas Singh},
title = {You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli
Sampling},
journal = {CoRR},
volume = {abs/2111.09714},
year = {2021},
url = {https://arxiv.org/abs/2111.09714},
eprinttype = {arXiv},
eprint = {2111.09714},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-09714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/QaziTKBF20,
author = {Maleeha Qazi and
Kaya Tollas and
Teja Kanchinadam and
Joseph Bockhorst and
Glenn Fung},
title = {Designing and deploying insurance recommender systems using machine
learning},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {10},
number = {4},
year = {2020},
url = {https://doi.org/10.1002/widm.1363},
doi = {10.1002/WIDM.1363},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/QaziTKBF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RaviVFS20,
author = {Sathya N. Ravi and
Abhay Venkatesh and
Glenn Moo Fung and
Vikas Singh},
title = {Optimizing Nondecomposable Data Dependent Regularizers via Lagrangian
Reparameterization Offers Significant Performance and Efficiency Gains},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {5487--5494},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5999},
doi = {10.1609/AAAI.V34I04.5999},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RaviVFS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AcharyaF20,
author = {Shailesh Acharya and
Glenn Fung},
editor = {Giuseppe Di Fabbrizio and
Surya Kallumadi and
Utkarsh Porwal and
Thrivikrama Taula},
title = {Using Optimal Embeddings to Learn New Intents with Few Examples: An
Application in the Insurance Domain},
booktitle = {Proceedings of the {KDD} 2020 Workshop on Conversational Systems Towards
Mainstream Adoption co-located with the 26TH {ACM} {SIGKDD} Conference
on Knowledge Discovery and Data Mining {(SIGKDD} 2020), Virtual Workshop,
August 24, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2666},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2666/KDD\_Converse20\_paper\_10.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:46 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AcharyaF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BunchYF20,
author = {Eric Bunch and
Qian You and
Glenn Fung},
editor = {Eduard C. Dragut and
Yunyao Li and
Lucian Popa and
Slobodan Vucetic},
title = {Human-In-The-Loop Topic Discovery with Embedded Text Representations},
booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020,
San Diego, California, USA, August 24, 2020},
year = {2020},
url = {https://drive.google.com/file/d/1c1JU5qABu\_WtKcV-u3OIz-HbHUvHUYC0/view},
timestamp = {Thu, 04 Mar 2021 16:22:33 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BunchYF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KanchinadamWYF20,
author = {Teja Kanchinadam and
Keith Westpfahl and
Qian You and
Glenn Fung},
editor = {Eduard C. Dragut and
Yunyao Li and
Lucian Popa and
Slobodan Vucetic},
title = {Rationale-based Human-in-the-Loop via Supervised Attention},
booktitle = {1st Workshop on Data Science with Human in the Loop, DaSH@KDD 2020,
San Diego, California, USA, August 24, 2020},
year = {2020},
url = {https://drive.google.com/file/d/1t5YtwBpXGt2nYIh3-h1pnp8i-qwxTmF5/view},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KanchinadamWYF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14063,
author = {Eric Bunch and
Daniel Dickinson and
Jeffery Kline and
Glenn Fung},
title = {Practical applications of metric space magnitude and weighting vectors},
journal = {CoRR},
volume = {abs/2006.14063},
year = {2020},
url = {https://arxiv.org/abs/2006.14063},
eprinttype = {arXiv},
eprint = {2006.14063},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15036,
author = {Victor Luo and
Yazhen Wang and
Glenn Fung},
title = {{SGD} Distributional Dynamics of Three Layer Neural Networks},
journal = {CoRR},
volume = {abs/2012.15036},
year = {2020},
url = {https://arxiv.org/abs/2012.15036},
eprinttype = {arXiv},
eprint = {2012.15036},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fams/AcharyaF19,
author = {Shailesh Acharya and
Glenn Fung},
title = {Mileage Extraction From Odometer Pictures for Automating Auto Insurance
Processes},
journal = {Frontiers Appl. Math. Stat.},
volume = {5},
pages = {61},
year = {2019},
url = {https://doi.org/10.3389/fams.2019.00061},
doi = {10.3389/FAMS.2019.00061},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fams/AcharyaF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fams/GuptaKCF19,
author = {Sukrat Gupta and
Teja Kanchinadam and
Devin Conathan and
Glenn Fung},
title = {Task-Optimized Word Embeddings for Text Classification Representations},
journal = {Frontiers Appl. Math. Stat.},
volume = {5},
pages = {67},
year = {2019},
url = {https://doi.org/10.3389/fams.2019.00067},
doi = {10.3389/FAMS.2019.00067},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fams/GuptaKCF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BockhorstCF19,
author = {Joseph Bockhorst and
Devin Conathan and
Glenn Moo Fung},
title = {Probabilistic-Logic Bots for Efficient Evaluation of Business Rules
Using Conversational Interfaces},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {9422--9427},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33019422},
doi = {10.1609/AAAI.V33I01.33019422},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BockhorstCF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/QaziTLKFA19,
author = {Maleeha Qazi and
Srinivas Tunuguntla and
Peng Lee and
Teja Kanchinadam and
Glenn Fung and
Neeraj Arora},
title = {Discovering Temporal Patterns from Insurance Interaction Data},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {9573--9580},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33019573},
doi = {10.1609/AAAI.V33I01.33019573},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/QaziTLKFA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/GovindKCMNLSMBZ19,
author = {Yash Govind and
Pradap Konda and
Paul Suganthan G. C. and
Philip Martinkus and
Palaniappan Nagarajan and
Han Li and
Aravind Soundararajan and
Sidharth Mudgal and
Jeffrey R. Ballard and
Haojun Zhang and
Adel Ardalan and
Sanjib Das and
Derek Paulsen and
Amanpreet Singh Saini and
Erik Paulson and
Youngchoon Park and
Marshall Carter and
Mingju Sun and
Glenn Moo Fung and
AnHai Doan},
editor = {Peter A. Boncz and
Stefan Manegold and
Anastasia Ailamaki and
Amol Deshpande and
Tim Kraska},
title = {Entity Matching Meets Data Science: {A} Progress Report from the Magellan
Project},
booktitle = {Proceedings of the 2019 International Conference on Management of
Data, {SIGMOD} Conference 2019, Amsterdam, The Netherlands, June 30
- July 5, 2019},
pages = {389--403},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3299869.3314042},
doi = {10.1145/3299869.3314042},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/GovindKCMNLSMBZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/PolaniaFW19,
author = {Luisa F. Polan{\'{\i}}a and
Glenn Fung and
Dongning Wang},
title = {Ordinal Regression Using Noisy Pairwise Comparisons for Body Mass
Index Range Estimation},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2019, Waikoloa Village, HI, USA, January 7-11, 2019},
pages = {782--790},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/WACV.2019.00088},
doi = {10.1109/WACV.2019.00088},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/wacv/PolaniaFW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12398,
author = {Sathya N. Ravi and
Abhay Venkatesh and
Glenn Moo Fung and
Vikas Singh},
title = {Optimizing Nondecomposable Data Dependent Regularizers via Lagrangian
Reparameterization offers Significant Performance and Efficiency Gains},
journal = {CoRR},
volume = {abs/1909.12398},
year = {2019},
url = {http://arxiv.org/abs/1909.12398},
eprinttype = {arXiv},
eprint = {1909.12398},
timestamp = {Wed, 02 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/GovindPNCDPFCCS18,
author = {Yash Govind and
Erik Paulson and
Palaniappan Nagarajan and
Paul Suganthan G. C. and
AnHai Doan and
Youngchoon Park and
Glenn Fung and
Devin Conathan and
Marshall Carter and
Mingju Sun},
title = {CloudMatcher: {A} Hands-Off Cloud/Crowd Service for Entity Matching},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {12},
pages = {2042--2045},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p2042-govind.pdf},
doi = {10.14778/3229863.3236255},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/GovindPNCDPFCCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/MengAKFS18,
author = {Zihang Meng and
Nagesh Adluru and
Hyunwoo J. Kim and
Glenn Fung and
Vikas Singh},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Efficient Relative Attribute Learning Using Graph Neural Networks},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {XIV}},
series = {Lecture Notes in Computer Science},
volume = {11218},
pages = {575--590},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01264-9\_34},
doi = {10.1007/978-3-030-01264-9\_34},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/MengAKFS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KanchinadamQBMM18,
author = {Teja Kanchinadam and
Maleeha Qazi and
Joseph Bockhorst and
Mary Y. Morell and
Katie J. Meissner and
Glenn Fung},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Moamar Sayed Mouchaweh and
Jo{\~{a}}o Gama and
Edwin Lughofer},
title = {Using Discriminative Graphical Models for Insurance Recommender Systems},
booktitle = {17th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2018, Orlando, FL, USA, December 17-20, 2018},
pages = {421--428},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICMLA.2018.00069},
doi = {10.1109/ICMLA.2018.00069},
timestamp = {Mon, 30 Nov 2020 08:47:24 +0100},
biburl = {https://dblp.org/rec/conf/icmla/KanchinadamQBMM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-03268,
author = {Luisa F. Polan{\'{\i}}a and
Dongning Wang and
Glenn Fung},
title = {Ordinal Regression using Noisy Pairwise Comparisons for Body Mass
Index Range Estimation},
journal = {CoRR},
volume = {abs/1811.03268},
year = {2018},
url = {http://arxiv.org/abs/1811.03268},
eprinttype = {arXiv},
eprint = {1811.03268},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-03268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BockhorstYPF17,
author = {Joseph Bockhorst and
Shi Yu and
Luisa F. Polan{\'{\i}}a and
Glenn Fung},
editor = {Yasemin Altun and
Kamalika Das and
Taneli Mielik{\"{a}}inen and
Donato Malerba and
Jerzy Stefanowski and
Jesse Read and
Marinka Zitnik and
Michelangelo Ceci and
Saso Dzeroski},
title = {Predicting Self-reported Customer Satisfaction of Interactions with
a Corporate Call Center},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {10536},
pages = {179--190},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71273-4\_15},
doi = {10.1007/978-3-319-71273-4\_15},
timestamp = {Sat, 19 Oct 2019 20:16:01 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BockhorstYPF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/QaziFMF17,
author = {Maleeha Qazi and
Glenn Moo Fung and
Katie J. Meissner and
Eduardo R. Fontes},
editor = {Paolo Cremonesi and
Francesco Ricci and
Shlomo Berkovsky and
Alexander Tuzhilin},
title = {An Insurance Recommendation System Using Bayesian Networks},
booktitle = {Proceedings of the Eleventh {ACM} Conference on Recommender Systems,
RecSys 2017, Como, Italy, August 27-31, 2017},
pages = {274--278},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3109859.3109907},
doi = {10.1145/3109859.3109907},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/QaziFMF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jota/FungM16,
author = {Glenn Fung and
Olvi L. Mangasarian},
title = {Unsupervised and Semisupervised Classification Via Absolute Value
Inequalities},
journal = {J. Optim. Theory Appl.},
volume = {168},
number = {2},
pages = {551--558},
year = {2016},
url = {https://doi.org/10.1007/s10957-015-0818-5},
doi = {10.1007/S10957-015-0818-5},
timestamp = {Tue, 07 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jota/FungM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BockhorstWGQSF16,
author = {Joe Bockhorst and
Yingjian Wang and
Sukrat Gupta and
Maleeha Qazi and
Mingju Sun and
Glenn Fung},
title = {Using Temporal Discovery and Data-Driven Journey-Maps to Predict Customer
Satisfaction},
booktitle = {15th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2016, Anaheim, CA, USA, December 18-20, 2016},
pages = {846--852},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICMLA.2016.0152},
doi = {10.1109/ICMLA.2016.0152},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/BockhorstWGQSF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SubramanianRFD16,
author = {Ramanathan Subramanian and
R{\'{o}}mer Rosales and
Glenn Fung and
Jennifer G. Dy},
title = {Evaluating Crowdsourcing Participants in the Absence of Ground-Truth},
journal = {CoRR},
volume = {abs/1605.09432},
year = {2016},
url = {http://arxiv.org/abs/1605.09432},
eprinttype = {arXiv},
eprint = {1605.09432},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SubramanianRFD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/YuFEFAK15,
author = {Shipeng Yu and
Faisal Farooq and
Alexander Van Esbroeck and
Glenn Fung and
Vikram Anand and
Balaji Krishnapuram},
title = {Predicting readmission risk with institution-specific prediction models},
journal = {Artif. Intell. Medicine},
volume = {65},
number = {2},
pages = {89--96},
year = {2015},
url = {https://doi.org/10.1016/j.artmed.2015.08.005},
doi = {10.1016/J.ARTMED.2015.08.005},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/YuFEFAK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YanRFRD14,
author = {Yan Yan and
R{\'{o}}mer Rosales and
Glenn Fung and
Subramanian Ramanathan and
Jennifer G. Dy},
title = {Learning from multiple annotators with varying expertise},
journal = {Mach. Learn.},
volume = {95},
number = {3},
pages = {291--327},
year = {2014},
url = {https://doi.org/10.1007/s10994-013-5412-1},
doi = {10.1007/S10994-013-5412-1},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YanRFRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/YanRFD14,
author = {Yan Yan and
R{\'{o}}mer Rosales and
Glenn Fung and
Jennifer G. Dy},
title = {Active learning from uncertain crowd annotations},
booktitle = {52nd Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2014, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, September 30 - October 3, 2014},
pages = {385--392},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ALLERTON.2014.7028481},
doi = {10.1109/ALLERTON.2014.7028481},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/allerton/YanRFD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/FungM13,
author = {Glenn Fung and
Olvi L. Mangasarian},
title = {Privacy-preserving linear and nonlinear approximation via linear programming},
journal = {Optim. Methods Softw.},
volume = {28},
number = {1},
pages = {207--216},
year = {2013},
url = {https://doi.org/10.1080/10556788.2012.710615},
doi = {10.1080/10556788.2012.710615},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/FungM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/YuEFFAK13,
author = {Shipeng Yu and
Alexander Van Esbroeck and
Faisal Farooq and
Glenn Fung and
Vikram Anand and
Balaji Krishnapuram},
title = {Predicting Readmission Risk with Institution Specific Prediction Models},
booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI}
2013, 9-11 September, 2013, Philadelphia, PA, {USA}},
pages = {415--420},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICHI.2013.57},
doi = {10.1109/ICHI.2013.57},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/YuEFFAK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/YuFFKEA12,
author = {Shipeng Yu and
Faisal Farooq and
Glenn Fung and
Balaji Krishnapuram and
Alexander Van Esbroeck and
Vikram Anand},
title = {Building Hospital-Specific Readmission Risk Prediction Models for
Heart Failure, Acute Myocardial Infarction and Pneumonia patients},
booktitle = {{AMIA} 2012, American Medical Informatics Association Annual Symposium,
Chicago, Illinois, USA, November 3-7, 2012},
publisher = {{AMIA}},
year = {2012},
url = {https://knowledge.amia.org/amia-55142-a2012a-1.636547/t-006-1.640361/f-001-1.640362/a-280-1.640369/a-281-1.640366},
timestamp = {Wed, 17 Apr 2024 11:48:03 +0200},
biburl = {https://dblp.org/rec/conf/amia/YuFFKEA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YanRFFRD12,
author = {Yan Yan and
R{\'{o}}mer Rosales and
Glenn Fung and
Faisal Farooq and
Bharat Rao and
Jennifer G. Dy},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Active Learning from Multiple Knowledge Sources},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {1350--1357},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/yan12.html},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YanRFFRD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-3529,
author = {Yan Yan and
R{\'{o}}mer Rosales and
Glenn Fung and
Jennifer G. Dy},
title = {Modeling Multiple Annotator Expertise in the Semi-Supervised Learning
Scenario},
journal = {CoRR},
volume = {abs/1203.3529},
year = {2012},
url = {http://arxiv.org/abs/1203.3529},
eprinttype = {arXiv},
eprint = {1203.3529},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-3529.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jota/FungM11,
author = {Glenn Fung and
O. L. Mangasarian},
title = {Equivalence of Minimal \emph{{\(\mathscr{l}\)}}\({}_{\mbox{0}}\)-
and \emph{{\(\mathscr{l}\)}}\({}_{\mbox{\emph{p}}}\)-Norm Solutions
of Linear Equalities, Inequalities and Linear Programs for Sufficiently
Small \emph{p}},
journal = {J. Optim. Theory Appl.},
volume = {151},
number = {1},
pages = {1--10},
year = {2011},
url = {https://doi.org/10.1007/s10957-011-9871-x},
doi = {10.1007/S10957-011-9871-X},
timestamp = {Tue, 07 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jota/FungM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YanRFD11,
author = {Yan Yan and
R{\'{o}}mer Rosales and
Glenn Fung and
Jennifer G. Dy},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Active Learning from Crowds},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {1161--1168},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/596\_icmlpaper.pdf},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YanRFD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MasaeliFD10,
author = {Mahdokht Masaeli and
Glenn Fung and
Jennifer G. Dy},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {From Transformation-Based Dimensionality Reduction to Feature Selection},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {751--758},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/333.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MasaeliFD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YanFDR10,
author = {Yan Yan and
Glenn Fung and
Jennifer G. Dy and
R{\'{o}}mer Rosales},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Medical coding classification by leveraging inter-code relationships},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {193--202},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835831},
doi = {10.1145/1835804.1835831},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YanFDR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MasaeliYCFD10,
author = {Mahdokht Masaeli and
Yan Yan and
Ying Cui and
Glenn Fung and
Jennifer G. Dy},
title = {Convex Principal Feature Selection},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {619--628},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.54},
doi = {10.1137/1.9781611972801.54},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MasaeliYCFD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YanRFD10,
author = {Yan Yan and
R{\'{o}}mer Rosales and
Glenn Fung and
Jennifer G. Dy},
editor = {Peter Gr{\"{u}}nwald and
Peter Spirtes},
title = {Modeling Multiple Annotator Expertise in the Semi-Supervised Learning
Scenario},
booktitle = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty
in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010},
pages = {674--682},
publisher = {{AUAI} Press},
year = {2010},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2149\&\#38;proceeding\_id=26},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/YanRFD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YanRFSVBMD10,
author = {Yan Yan and
R{\'{o}}mer Rosales and
Glenn Fung and
Mark Schmidt and
Gerardo Hermosillo Valadez and
Luca Bogoni and
Linda Moy and
Jennifer G. Dy},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Modeling annotator expertise: Learning when everybody knows a bit
of something},
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 = {932--939},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/yan10a.html},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YanRFSVBMD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VuralFKDR09,
author = {Volkan Vural and
Glenn Fung and
Balaji Krishnapuram and
Jennifer G. Dy and
R. Bharat Rao},
title = {Using Local Dependencies within Batches to Improve Large Margin Classifiers},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {183--206},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577077},
doi = {10.5555/1577069.1577077},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VuralFKDR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MangasarianWF09,
author = {Olvi L. Mangasarian and
Edward W. Wild and
Glenn Fung},
title = {Proximal Knowledge-based Classification},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {4},
pages = {215--222},
year = {2009},
url = {https://doi.org/10.1002/sam.10019},
doi = {10.1002/SAM.10019},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MangasarianWF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DekkerDRLKFYHNL09,
author = {Andre Dekker and
Cary Dehing{-}Oberije and
Dirk De Ruysscher and
Philippe Lambin and
Kartik Komati and
Glenn Fung and
Shipeng Yu and
Andrew Hope and
Wilfried De Neve and
Yolande Lievens},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Lukasz A. Kurgan and
Yuan (Alan) Qi},
title = {Survival Prediction in Lung Cancer Treated with Radiotherapy: Bayesian
Networks vs. Support Vector Machines in Handling Missing Data},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2009, Miami Beach, Florida, USA, December 13-15, 2009},
pages = {494--497},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICMLA.2009.92},
doi = {10.1109/ICMLA.2009.92},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/DekkerDRLKFYHNL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/VuralFRD09,
author = {Volkan Vural and
Glenn Fung and
R{\'{o}}mer Rosales and
Jennifer G. Dy},
editor = {Craig Boutilier},
title = {Multi-Class Classifiers and their Underlying Shared Structure},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {1267--1272},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/213.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:40 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/VuralFRD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/VuralFDR08,
author = {Volkan Vural and
Glenn Fung and
Jennifer G. Dy and
Bharat Rao},
title = {Fast semi-supervised {SVM} classifiers using \emph{a priori} metric
information},
journal = {Optim. Methods Softw.},
volume = {23},
number = {4},
pages = {521--532},
year = {2008},
url = {https://doi.org/10.1080/10556780802102750},
doi = {10.1080/10556780802102750},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/VuralFDR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/DundarFKR08,
author = {Murat Dundar and
Glenn Fung and
Balaji Krishnapuram and
R. Bharat Rao},
title = {Multiple-Instance Learning Algorithms for Computer-Aided Detection},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {55},
number = {3},
pages = {1015--1021},
year = {2008},
url = {https://doi.org/10.1109/TBME.2007.909544},
doi = {10.1109/TBME.2007.909544},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/DundarFKR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MangasarianWF08,
author = {Olvi L. Mangasarian and
Edward W. Wild and
Glenn Fung},
title = {Privacy-preserving classification of vertically partitioned data via
random kernels},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {2},
number = {3},
pages = {12:1--12:16},
year = {2008},
url = {https://doi.org/10.1145/1409620.1409622},
doi = {10.1145/1409620.1409622},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/MangasarianWF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FungKRC08,
author = {Glenn Fung and
Sriram Krishnan and
R. Bharat Rao and
Hui Chen},
editor = {Dieter Fox and
Carla P. Gomes},
title = {Learning Sparse Kernels from 3D Surfaces for Heart Wall Motion Abnormality
Detection},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {1663--1670},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/IAAI/2008/iaai08-007.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FungKRC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SchmidtMFR08,
author = {Mark Schmidt and
Kevin P. Murphy and
Glenn Fung and
R{\'{o}}mer Rosales},
title = {Structure learning in random fields for heart motion abnormality detection},
booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CVPR.2008.4587367},
doi = {10.1109/CVPR.2008.4587367},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/SchmidtMFR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuFRKRDL08,
author = {Shipeng Yu and
Glenn Fung and
R{\'{o}}mer Rosales and
Sriram Krishnan and
R. Bharat Rao and
Cary Dehing{-}Oberije and
Philippe Lambin},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Privacy-preserving cox regression for survival analysis},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {1034--1042},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1402013},
doi = {10.1145/1401890.1402013},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YuFRKRDL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mammo/BambergerLMRFL08,
author = {Philippe Bamberger and
Isaac Leichter and
Nicolas Merlet and
Eli Ratner and
Glenn Fung and
Richard Lederman},
editor = {Elizabeth A. Krupinski},
title = {Optimizing the {CAD} Process for Detecting Mammographic Lesions by
a New Generation Algorithm Using Linear Classifiers and a Gradient
Based Approach},
booktitle = {Digital Mammography, 9th International Workshop, {IWDM} 2008, Tucson,
AZ, USA, July 20-23, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5116},
pages = {358--365},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-70538-3\_50},
doi = {10.1007/978-3-540-70538-3\_50},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mammo/BambergerLMRFL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mammo/LeichterLRMFKB08,
author = {Isaac Leichter and
Richard Lederman and
Eli Ratner and
Nicolas Merlet and
Glenn Fung and
Balaji Krishnapuram and
Philippe Bamberger},
editor = {Elizabeth A. Krupinski},
title = {Does a Mammography {CAD} Algorithm with Varying Filtering Levels of
Detection Marks, Used to Reduce the False Mark Rate, Adversely Affect
the Detection of Small Masses?},
booktitle = {Digital Mammography, 9th International Workshop, {IWDM} 2008, Tucson,
AZ, USA, July 20-23, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5116},
pages = {504--509},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-70538-3\_70},
doi = {10.1007/978-3-540-70538-3\_70},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mammo/LeichterLRMFKB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RaoF08,
author = {R. Bharat Rao and
Glenn Fung},
title = {On the Dangers of Cross-Validation. An Experimental Evaluation},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {588--596},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.54},
doi = {10.1137/1.9781611972788.54},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RaoF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/FungSR08,
author = {Glenn Fung and
Sathyakama Sandilya and
R. Bharat Rao},
editor = {Joachim Diederich},
title = {Rule Extraction from Linear Support Vector Machines via Mathematical
Programming},
booktitle = {Rule Extraction from Support Vector Machines},
series = {Studies in Computational Intelligence},
volume = {80},
pages = {83--107},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-75390-2\_4},
doi = {10.1007/978-3-540-75390-2\_4},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/FungSR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/FungS07,
author = {Glenn Fung and
Jonathan Stoeckel},
title = {{SVM} feature selection for classification of {SPECT} images of Alzheimer's
disease using spatial information},
journal = {Knowl. Inf. Syst.},
volume = {11},
number = {2},
pages = {243--258},
year = {2007},
url = {https://doi.org/10.1007/s10115-006-0043-5},
doi = {10.1007/S10115-006-0043-5},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/FungS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SchmidtFR07,
author = {Mark Schmidt and
Glenn Fung and
R{\'{o}}mer Rosales},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Fast Optimization Methods for {L1} Regularization: {A} Comparative
Study and Two New Approaches},
booktitle = {Machine Learning: {ECML} 2007, 18th European Conference on Machine
Learning, Warsaw, Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4701},
pages = {286--297},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74958-5\_28},
doi = {10.1007/978-3-540-74958-5\_28},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/SchmidtFR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FungSKRWL07,
author = {Glenn Fung and
Renaud Seigneuric and
Sriram Krishnan and
R. Bharat Rao and
Brad G. Wouters and
Philippe Lambin},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Tao Li and
Ying Liu and
Lukasz A. Kurgan and
Jieping Ye and
Mitsunori Ogihara and
Seref Sagiroglu and
Xue{-}wen Chen and
Leif E. Peterson and
Khalid Hafeez},
title = {Reducing a Biomarkers List via Mathematical Programming: Application
to Gene Signatures to Detect Time-Dependent Hypoxia in Cancer},
booktitle = {The Sixth International Conference on Machine Learning and Applications,
{ICMLA} 2007, Cincinnati, Ohio, USA, 13-15 December 2007},
pages = {482--487},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICMLA.2007.61},
doi = {10.1109/ICMLA.2007.61},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/FungSKRWL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/QaziFKRSRPC07,
author = {Maleeha Qazi and
Glenn Fung and
Sriram Krishnan and
R{\'{o}}mer Rosales and
Harald Steck and
R. Bharat Rao and
Don Poldermans and
Dhanalakshmi Chandrasekaran},
editor = {Manuela M. Veloso},
title = {Automated Heart Wall Motion Abnormality Detection from Ultrasound
Images Using Bayesian Networks},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {519--525},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/082.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/QaziFKRSRPC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/FungRR07,
author = {Glenn Fung and
R{\'{o}}mer Rosales and
R. Bharat Rao},
editor = {Manuela M. Veloso},
title = {Feature Selection and Kernel Design via Linear Programming},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {786--791},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/126.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/FungRR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RaoBFSON07,
author = {R. Bharat Rao and
Jinbo Bi and
Glenn Fung and
Marcos Salganicoff and
Nancy Obuchowski and
David P. Naidich},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {LungCAD: a clinically approved, machine learning system for lung cancer
detection},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {1033--1037},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281306},
doi = {10.1145/1281192.1281306},
timestamp = {Fri, 10 Mar 2023 14:55:31 +0100},
biburl = {https://dblp.org/rec/conf/kdd/RaoBFSON07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cms/FungM06,
author = {Glenn Fung and
O. L. Mangasarian},
title = {Breast Tumor Susceptibility to Chemotherapy Via Support Vector Machines},
journal = {Comput. Manag. Sci.},
volume = {3},
number = {2},
pages = {103--112},
year = {2006},
url = {https://doi.org/10.1007/s10287-005-0002-8},
doi = {10.1007/S10287-005-0002-8},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cms/FungM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/VuralFKDR06,
author = {Volkan Vural and
Glenn Fung and
Balaji Krishnapuram and
Jennifer G. Dy and
R. Bharat Rao},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Batch Classification with Applications in Computer Aided Diagnosis},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {449--460},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_43},
doi = {10.1007/11871842\_43},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/VuralFKDR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RosalesF06,
author = {R{\'{o}}mer Rosales and
Glenn Fung},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Learning sparse metrics via linear programming},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {367--373},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150444},
doi = {10.1145/1150402.1150444},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/RosalesF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BiPOKFSR06,
author = {Jinbo Bi and
Senthil Periaswamy and
Kazunori Okada and
Toshiro Kubota and
Glenn Fung and
Marcos Salganicoff and
R. Bharat Rao},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Computer aided detection via asymmetric cascade of sparse hyperplane
classifiers},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {837--844},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150518},
doi = {10.1145/1150402.1150518},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BiPOKFSR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mammo/FungKMRBSR06,
author = {Glenn Fung and
Balaji Krishnapuram and
Nicolas Merlet and
Eli Ratner and
Philippe Bamberger and
Jonathan Stoeckel and
R. Bharat Rao},
editor = {Susan M. Astley and
Michael Brady and
Chris Rose and
Reyer Zwiggelaar},
title = {Addressing Image Variability While Learning Classifiers for Detecting
Clusters of Micro-calcifications},
booktitle = {Digital Mammography, 8th International Workshop, {IWDM} 2006, Manchester,
UK, June 18-21, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4046},
pages = {84--91},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11783237\_12},
doi = {10.1007/11783237\_12},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mammo/FungKMRBSR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FungDKR06,
author = {Glenn Fung and
Murat Dundar and
Balaji Krishnapuram and
R. Bharat Rao},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Multiple Instance Learning for Computer Aided Diagnosis},
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 = {425--432},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/7c78335a8924215ea5c22fda1aac7b75-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FungDKR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FungM05,
author = {Glenn Fung and
Olvi L. Mangasarian},
title = {Multicategory Proximal Support Vector Machine Classifiers},
journal = {Mach. Learn.},
volume = {59},
number = {1-2},
pages = {77--97},
year = {2005},
url = {https://doi.org/10.1007/s10994-005-0463-6},
doi = {10.1007/S10994-005-0463-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/FungM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/StoeckelF05,
author = {Jonathan Stoeckel and
Glenn Fung},
title = {{SVM} Feature Selection for Classification of {SPECT} Images of Alzheimer's
Disease Using Spatial Information},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {410--417},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.141},
doi = {10.1109/ICDM.2005.141},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/StoeckelF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BiFDR05,
author = {Jinbo Bi and
Glenn Fung and
Murat Dundar and
R. Bharat Rao},
title = {Semi-Supervised Mixture of Kernels via LPBoost Methods},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {569--572},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.129},
doi = {10.1109/ICDM.2005.129},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BiFDR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FungQKBRK05,
author = {Glenn Fung and
Maleeha Qazi and
Sriram Krishnan and
Jinbo Bi and
R. Bharat Rao and
A. Katz},
editor = {M. Arif Wani and
Mariofanna G. Milanova and
Lukasz A. Kurgan and
Marek Z. Reformat and
Khalid Hafeez},
title = {Sparse classifiers for Automated HeartWall Motion Abnormality Detection},
booktitle = {Fourth International Conference on Machine Learning and Applications,
{ICMLA} 2005, Los Angeles, California, USA, 15-17 December 2005},
pages = {194--200},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICMLA.2005.59},
doi = {10.1109/ICMLA.2005.59},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/FungQKBRK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FungSR05,
author = {Glenn Fung and
Sathyakama Sandilya and
R. Bharat Rao},
editor = {Robert Grossman and
Roberto J. Bayardo and
Kristin P. Bennett},
title = {Rule extraction from linear support vector machines},
booktitle = {Proceedings of the Eleventh {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August
21-24, 2005},
pages = {32--40},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1081870.1081878},
doi = {10.1145/1081870.1081878},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/FungSR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FungRK05,
author = {Glenn Fung and
R{\'{o}}mer Rosales and
Balaji Krishnapuram},
title = {Learning Rankings via Convex Hull Separation},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {395--402},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/4ab52371762b735317125e6446a51e8f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FungRK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DundarFBSR05,
author = {Murat Dundar and
Glenn Fung and
Jinbo Bi and
Sathyakama Sandilya and
R. Bharat Rao},
editor = {Hillol Kargupta and
Jaideep Srivastava and
Chandrika Kamath and
Arnold Goodman},
title = {Sparse Fisher Discriminant Analysis for Computer Aided Detection},
booktitle = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
{SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
pages = {476--480},
publisher = {{SIAM}},
year = {2005},
url = {https://doi.org/10.1137/1.9781611972757.44},
doi = {10.1137/1.9781611972757.44},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DundarFBSR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coap/FungM04,
author = {Glenn Fung and
O. L. Mangasarian},
title = {A Feature Selection Newton Method for Support Vector Machine Classification},
journal = {Comput. Optim. Appl.},
volume = {28},
number = {2},
pages = {185--202},
year = {2004},
url = {https://doi.org/10.1023/B:COAP.0000026884.66338.df},
doi = {10.1023/B:COAP.0000026884.66338.DF},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/coap/FungM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cars/CathierPJDLFSVAKRGVLMMB04,
author = {Pascal Cathier and
Senthil Periaswamy and
Anna K. Jerebko and
Murat Dundar and
Jianming Liang and
Glenn Fung and
Jonathan Stoeckel and
T. Venkata and
R. Amara and
Arun Krishnan and
R. Bharat Rao and
Alok Gupta and
E. Vega and
Shaked Laks and
A. Megibow and
Michael Macari and
Luca Bogoni},
editor = {Heinz U. Lemke and
Kiyonari Inamura and
Kunio Doi and
Michael W. Vannier and
Allan G. Farman and
Johan H. C. Reiber},
title = {{CAD} for polyp detection: an invaluable tool to meet the increasing
need for colon-cancer screening},
booktitle = {{CARS} 2004. Computer Assisted Radiology and Surgery. Proceedings
of the 18th International Congress and Exhibition, Chicago, USA, June
23-26, 2004},
series = {International Congress Series},
volume = {1268},
pages = {978--982},
publisher = {Elsevier},
year = {2004},
timestamp = {Thu, 27 Feb 2014 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cars/CathierPJDLFSVAKRGVLMMB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cars/DundarFBMMR04,
author = {Murat Dundar and
Glenn Fung and
Luca Bogoni and
Michael Macari and
A. Megibow and
R. Bharat Rao},
editor = {Heinz U. Lemke and
Kiyonari Inamura and
Kunio Doi and
Michael W. Vannier and
Allan G. Farman and
Johan H. C. Reiber},
title = {A methodology for training and validating a {CAD} system and potential
pitfalls},
booktitle = {{CARS} 2004. Computer Assisted Radiology and Surgery. Proceedings
of the 18th International Congress and Exhibition, Chicago, USA, June
23-26, 2004},
series = {International Congress Series},
volume = {1268},
pages = {1010--1014},
publisher = {Elsevier},
year = {2004},
timestamp = {Thu, 23 Aug 2007 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cars/DundarFBMMR04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FungDBR04,
author = {Glenn Fung and
Murat Dundar and
Jinbo Bi and
R. Bharat Rao},
editor = {Carla E. Brodley},
title = {A fast iterative algorithm for fisher discriminant using heterogeneous
kernels},
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/10.1145/1015330.1015409},
doi = {10.1145/1015330.1015409},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FungDBR04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/FungM03,
author = {Glenn Fung and
Olvi L. Mangasarian},
title = {Finite Newton method for Lagrangian support vector machine classification},
journal = {Neurocomputing},
volume = {55},
number = {1-2},
pages = {39--55},
year = {2003},
url = {https://doi.org/10.1016/S0925-2312(03)00379-5},
doi = {10.1016/S0925-2312(03)00379-5},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/FungM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FungMS03,
author = {Glenn Fung and
Olvi L. Mangasarian and
Jude W. Shavlik},
editor = {Bernhard Sch{\"{o}}lkopf and
Manfred K. Warmuth},
title = {Knowledge-Based Nonlinear Kernel Classifiers},
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 = {102--113},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45167-9\_9},
doi = {10.1007/978-3-540-45167-9\_9},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/FungMS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tapia/Fung03,
author = {Glenn Fung},
title = {The disputed federalist papers: {SVM} feature selection via concave
minimization},
booktitle = {Proceedings of the Richard Tapia Celebration of Diversity in Computing
Conference 2003, Atlanta, Georgia, USA, October 15-18, 2003},
pages = {42--46},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/948542.948551},
doi = {10.1145/948542.948551},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/tapia/Fung03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FungMS02,
author = {Glenn Fung and
Olvi L. Mangasarian and
Alexander J. Smola},
title = {Minimal Kernel Classifiers},
journal = {J. Mach. Learn. Res.},
volume = {3},
pages = {303--321},
year = {2002},
url = {http://jmlr.org/papers/v3/fung02a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FungMS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FungMS02,
author = {Glenn Fung and
Olvi L. Mangasarian and
Jude W. Shavlik},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Knowledge-Based Support Vector Machine Classifiers},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {521--528},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/934b535800b1cba8f96a5d72f72f1611-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FungMS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FungM02,
author = {Glenn Fung and
Olvi L. Mangasarian},
editor = {Robert L. Grossman and
Jiawei Han and
Vipin Kumar and
Heikki Mannila and
Rajeev Motwani},
title = {Incremental Support Vector Machine Classification},
booktitle = {Proceedings of the Second {SIAM} International Conference on Data
Mining, Arlington, VA, USA, April 11-13, 2002},
pages = {247--260},
publisher = {{SIAM}},
year = {2002},
url = {https://doi.org/10.1137/1.9781611972726.15},
doi = {10.1137/1.9781611972726.15},
timestamp = {Fri, 29 Apr 2022 17:40:49 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FungM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FungM01,
author = {Glenn Fung and
Olvi L. Mangasarian},
editor = {Doheon Lee and
Mario Schkolnick and
Foster J. Provost and
Ramakrishnan Srikant},
title = {Proximal support vector machine classifiers},
booktitle = {Proceedings of the seventh {ACM} {SIGKDD} international conference
on Knowledge discovery and data mining, San Francisco, CA, USA, August
26-29, 2001},
pages = {77--86},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/502512.502527},
doi = {10.1145/502512.502527},
timestamp = {Tue, 01 Jun 2021 15:21:34 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FungM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FungM00,
author = {Glenn Fung and
Olvi L. Mangasarian},
editor = {Raghu Ramakrishnan and
Salvatore J. Stolfo and
Roberto J. Bayardo and
Ismail Parsa},
title = {Data selection for support vector machine classifiers},
booktitle = {Proceedings of the sixth {ACM} {SIGKDD} international conference on
Knowledge discovery and data mining, Boston, MA, USA, August 20-23,
2000},
pages = {64--70},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/347090.347105},
doi = {10.1145/347090.347105},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/FungM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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