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@article{DBLP:journals/jamia/EconomouZavlanosBCBGJOWEPELBLSGLH24,
author = {Nicoleta J. Economou{-}Zavlanos and
Sophia Bessias and
Michael P. Cary and
Armando Bedoya and
Benjamin Goldstein and
John Eric Jelovsek and
Cara O'Brien and
Nancy Walden and
Matthew Elmore and
Amanda B. Parrish and
Scott Elengold and
Kay S. Lytle and
Suresh Balu and
Michael E. Lipkin and
Afreen Idris Shariff and
Michael Gao and
David Leverenz and
Ricardo Henao and
David Y. Ming and
David M. Gallagher and
Michael J. Pencina and
Eric G. Poon},
title = {Translating ethical and quality principles for the effective, safe
and fair development, deployment and use of artificial intelligence
technologies in healthcare},
journal = {J. Am. Medical Informatics Assoc.},
volume = {31},
number = {3},
pages = {705--713},
year = {2024},
url = {https://doi.org/10.1093/jamia/ocad221},
doi = {10.1093/JAMIA/OCAD221},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/EconomouZavlanosBCBGJOWEPELBLSGLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/HongLWHPH24,
author = {Chuan Hong and
Molei Liu and
Daniel Wojdyla and
Jimmy Hickey and
Michael J. Pencina and
Ricardo Henao},
title = {Trans-Balance: Reducing demographic disparity for prediction models
in the presence of class imbalance},
journal = {J. Biomed. Informatics},
volume = {149},
pages = {104532},
year = {2024},
url = {https://doi.org/10.1016/j.jbi.2023.104532},
doi = {10.1016/J.JBI.2023.104532},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/HongLWHPH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/ChenEHBEPSD23,
author = {Junya Chen and
Matthew Engelhard and
Ricardo Henao and
Samuel Berchuck and
Brian Eichner and
Eliana M. Perrin and
Guillermo Sapiro and
Geraldine Dawson},
title = {Enhancing early autism prediction based on electronic records using
clinical narratives},
journal = {J. Biomed. Informatics},
volume = {144},
pages = {104390},
year = {2023},
url = {https://doi.org/10.1016/j.jbi.2023.104390},
doi = {10.1016/J.JBI.2023.104390},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/ChenEHBEPSD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChapfuwaTLKCPCH23,
author = {Paidamoyo Chapfuwa and
Chenyang Tao and
Chunyuan Li and
Irfan Khan and
Karen Chandross and
Michael J. Pencina and
Lawrence Carin and
Ricardo Henao},
title = {Calibration and Uncertainty in Neural Time-to-Event Modeling},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {4},
pages = {1666--1680},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2020.3029631},
doi = {10.1109/TNNLS.2020.3029631},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ChapfuwaTLKCPCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhangWWDCZHC23,
author = {Hao Zhang and
Chaojie Wang and
Zhengjue Wang and
Zhibin Duan and
Bo Chen and
Mingyuan Zhou and
Ricardo Henao and
Lawrence Carin},
title = {Learning Hierarchical Document Graphs From Multilevel Sentence Relations},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {8},
pages = {4273--4285},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3113297},
doi = {10.1109/TNNLS.2021.3113297},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhangWWDCZHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WuWZZLLH23,
author = {Junda Wu and
Rui Wang and
Handong Zhao and
Ruiyi Zhang and
Chaochao Lu and
Shuai Li and
Ricardo Henao},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Few-Shot Composition Learning for Image Retrieval with Prompt Tuning},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {4729--4737},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25597},
doi = {10.1609/AAAI.V37I4.25597},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/WuWZZLLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Wang0WZKZMH23,
author = {Rui Wang and
Tong Yu and
Junda Wu and
Handong Zhao and
Sungchul Kim and
Ruiyi Zhang and
Subrata Mitra and
Ricardo Henao},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Federated Domain Adaptation for Named Entity Recognition via Distilling
with Heterogeneous Tag Sets},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {7449--7463},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.470},
doi = {10.18653/V1/2023.FINDINGS-ACL.470},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/Wang0WZKZMH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BaiCHHC23,
author = {Ke Bai and
Pengyu Cheng and
Weituo Hao and
Ricardo Henao and
Larry Carin},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Estimating Total Correlation with Mutual Information Estimators},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2147--2164},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bai23a.html},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BaiCHHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangCH23,
author = {Rui Wang and
Pengyu Cheng and
Ricardo Henao},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Toward Fairness in Text Generation via Mutual Information Minimization
based on Importance Sampling},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4473--4485},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/wang23c.html},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/WangCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QiKFSKRHG23,
author = {Shiang Qi and
Neeraj Kumar and
Mahtab Farrokh and
Weijie Sun and
Li{-}Hao Kuan and
Rajesh Ranganath and
Ricardo Henao and
Russell Greiner},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {An Effective Meaningful Way to Evaluate Survival Models},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {28244--28276},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/qi23b.html},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/QiKFSKRHG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KongLNFHC23,
author = {Fanjie Kong and
Yuan Li and
Houssam Nassif and
Tanner Fiez and
Ricardo Henao and
Shreya Chakrabarti},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Neural Insights for Digital Marketing Content Design},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {4320--4332},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599875},
doi = {10.1145/3580305.3599875},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KongLNFHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/IsikCDH23,
author = {Yamac Alican Isik and
Paidamoyo Chapfuwa and
Connor Davis and
Ricardo Henao},
editor = {Kaivalya Deshpande and
Madalina Fiterau and
Shalmali Joshi and
Zachary C. Lipton and
Rajesh Ranganath and
I{\~{n}}igo Urteaga and
Serene Yeung},
title = {Hawkes Process with Flexible Triggering Kernels},
booktitle = {Machine Learning for Healthcare Conference, {MLHC} 2023, 11-12 August
2023, New York, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {219},
pages = {308--320},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v219/isik23a.html},
timestamp = {Tue, 20 Feb 2024 15:31:42 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/IsikCDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KongYHH23,
author = {Fanjie Kong and
Shuai Yuan and
Weituo Hao and
Ricardo Henao},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Mitigating Test-Time Bias for Fair Image Retrieval},
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/e24570da4fa1c005b189104250993aee-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KongYHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuYW0ZZL0H23,
author = {Junda Wu and
Tong Yu and
Rui Wang and
Zhao Song and
Ruiyi Zhang and
Handong Zhao and
Chaochao Lu and
Shuai Li and
Ricardo Henao},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language
Understanding},
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/c01c0da4fe2ef2df9863f55261e2e924-Abstract-Conference.html},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuYW0ZZL0H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/VermaMSHC23,
author = {Vinay Kumar Verma and
Nikhil Mehta and
Shijing Si and
Ricardo Henao and
Lawrence Carin},
title = {Pushing the Efficiency Limit Using Structured Sparse Convolutions},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2023, Waikoloa, HI, USA, January 2-7, 2023},
pages = {6492--6502},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WACV56688.2023.00644},
doi = {10.1109/WACV56688.2023.00644},
timestamp = {Tue, 14 Feb 2023 22:26:55 +0100},
biburl = {https://dblp.org/rec/conf/wacv/VermaMSHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01416,
author = {Fanjie Kong and
Yuan Li and
Tanner Fiez and
Shreya Chakrabarti and
Ricardo Henao and
Houssam Nassif},
title = {Neural Insights for Digital Marketing Content Design},
journal = {CoRR},
volume = {abs/2302.01416},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01416},
doi = {10.48550/ARXIV.2302.01416},
eprinttype = {arXiv},
eprint = {2302.01416},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01416.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-13136,
author = {Rui Wang and
Pengyu Cheng and
Ricardo Henao},
title = {Toward Fairness in Text Generation via Mutual Information Minimization
based on Importance Sampling},
journal = {CoRR},
volume = {abs/2302.13136},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.13136},
doi = {10.48550/ARXIV.2302.13136},
eprinttype = {arXiv},
eprint = {2302.13136},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-13136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-05581,
author = {Ke Bai and
Guoyin Wang and
Jiwei Li and
Sunghyun Park and
Sungjin Lee and
Puyang Xu and
Ricardo Henao and
Lawrence Carin},
title = {Open World Classification with Adaptive Negative Samples},
journal = {CoRR},
volume = {abs/2303.05581},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.05581},
doi = {10.48550/ARXIV.2303.05581},
eprinttype = {arXiv},
eprint = {2303.05581},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-05581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19329,
author = {Fanjie Kong and
Shuai Yuan and
Weituo Hao and
Ricardo Henao},
title = {Mitigating Test-Time Bias for Fair Image Retrieval},
journal = {CoRR},
volume = {abs/2305.19329},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19329},
doi = {10.48550/ARXIV.2305.19329},
eprinttype = {arXiv},
eprint = {2305.19329},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01196,
author = {Shiang Qi and
Neeraj Kumar and
Mahtab Farrokh and
Weijie Sun and
Li{-}Hao Kuan and
Rajesh Ranganath and
Ricardo Henao and
Russell Greiner},
title = {An Effective Meaningful Way to Evaluate Survival Models},
journal = {CoRR},
volume = {abs/2306.01196},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01196},
doi = {10.48550/ARXIV.2306.01196},
eprinttype = {arXiv},
eprint = {2306.01196},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04933,
author = {Junda Wu and
Tong Yu and
Rui Wang and
Zhao Song and
Ruiyi Zhang and
Handong Zhao and
Chaochao Lu and
Shuai Li and
Ricardo Henao},
title = {InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language
Understanding},
journal = {CoRR},
volume = {abs/2306.04933},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.04933},
doi = {10.48550/ARXIV.2306.04933},
eprinttype = {arXiv},
eprint = {2306.04933},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-04933.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15853,
author = {Jimmy Hickey and
Ricardo Henao and
Daniel Wojdyla and
Michael J. Pencina and
Matthew M. Engelhard},
title = {Improving Event Time Prediction by Learning to Partition the Event
Time Space},
journal = {CoRR},
volume = {abs/2310.15853},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.15853},
doi = {10.48550/ARXIV.2310.15853},
eprinttype = {arXiv},
eprint = {2310.15853},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-15853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/WangZH22,
author = {Rui Wang and
Ruiyi Zhang and
Ricardo Henao},
title = {Wasserstein Uncertainty Estimation for Adversarial Domain Matching},
journal = {Frontiers Big Data},
volume = {5},
pages = {878716},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.878716},
doi = {10.3389/FDATA.2022.878716},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fdata/WangZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/XuZSHG22,
author = {Zhenhui Xu and
Congwen Zhao and
Charles D. Scales and
Ricardo Henao and
Benjamin Alan Goldstein},
title = {Predicting in-hospital length of stay: a two-stage modeling approach
to account for highly skewed data},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {22},
number = {1},
pages = {110},
year = {2022},
url = {https://doi.org/10.1186/s12911-022-01855-0},
doi = {10.1186/S12911-022-01855-0},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/XuZSHG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/YangH22,
author = {Tianqi Yang and
Ricardo Henao},
title = {{TAMC:} {A} deep-learning approach to predict motif-centric transcriptional
factor binding activity based on ATAC-seq profile},
journal = {PLoS Comput. Biol.},
volume = {18},
number = {9},
pages = {1009921},
year = {2022},
url = {https://doi.org/10.1371/journal.pcbi.1009921},
doi = {10.1371/JOURNAL.PCBI.1009921},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/YangH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Wang0ZKMZH22,
author = {Rui Wang and
Tong Yu and
Handong Zhao and
Sungchul Kim and
Subrata Mitra and
Ruiyi Zhang and
Ricardo Henao},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Few-Shot Class-Incremental Learning for Named Entity Recognition},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {571--582},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.43},
doi = {10.18653/V1/2022.ACL-LONG.43},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/Wang0ZKMZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/EngelhardH22,
author = {Matthew Engelhard and
Ricardo Henao},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Disentangling Whether from When in a Neural Mixture Cure Model for
Failure Time Data},
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 = {9571--9581},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/engelhard22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/EngelhardH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KongH22,
author = {Fanjie Kong and
Ricardo Henao},
title = {Efficient Classification of Very Large Images with Tiny Objects},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {2374--2384},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00242},
doi = {10.1109/CVPR52688.2022.00242},
timestamp = {Tue, 04 Oct 2022 15:11:56 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/KongH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WuW0ZZLHN22,
author = {Junda Wu and
Rui Wang and
Tong Yu and
Ruiyi Zhang and
Handong Zhao and
Shuai Li and
Ricardo Henao and
Ani Nenkova},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Context-aware Information-theoretic Causal De-biasing for Interactive
Sequence Labeling},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {3436--3448},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.251},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.251},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WuW0ZZLHN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Bai0LPLXHC22,
author = {Ke Bai and
Guoyin Wang and
Jiwei Li and
Sunghyun Park and
Sungjin Lee and
Puyang Xu and
Ricardo Henao and
Lawrence Carin},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Open World Classification with Adaptive Negative Samples},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {4378--4392},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.295},
doi = {10.18653/V1/2022.EMNLP-MAIN.295},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/Bai0LPLXHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WangH22,
author = {Rui Wang and
Ricardo Henao},
title = {Wasserstein Cross-Lingual Alignment For Named Entity Recognition},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {8342--8346},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9746120},
doi = {10.1109/ICASSP43922.2022.9746120},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/WangH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Gao0AYTHHCP22,
author = {Qitong Gao and
Dong Wang and
Joshua David Amason and
Siyang Yuan and
Chenyang Tao and
Ricardo Henao and
Majda Hadziahmetovic and
Lawrence Carin and
Miroslav Pajic},
title = {Gradient Importance Learning for Incomplete Observations},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=fXHl76nO2AZ},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Gao0AYTHHCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChapfuwaRCMH22,
author = {Paidamoyo Chapfuwa and
Sherri Rose and
Lawrence Carin and
Edward Meeds and
Ricardo Henao},
editor = {James Cussens and
Kun Zhang},
title = {Capturing actionable dynamics with structured latent ordinary differential
equations},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {286--295},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/chapfuwa22a.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/ChapfuwaRCMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01869,
author = {Yamac Alican Isik and
Connor Davis and
Paidamoyo Chapfuwa and
Ricardo Henao},
title = {Flexible Triggering Kernels for Hawkes Process Modeling},
journal = {CoRR},
volume = {abs/2202.01869},
year = {2022},
url = {https://arxiv.org/abs/2202.01869},
eprinttype = {arXiv},
eprint = {2202.01869},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-12932,
author = {Paidamoyo Chapfuwa and
Sherri Rose and
Lawrence Carin and
Edward Meeds and
Ricardo Henao},
title = {Capturing Actionable Dynamics with Structured Latent Ordinary Differential
Equations},
journal = {CoRR},
volume = {abs/2202.12932},
year = {2022},
url = {https://arxiv.org/abs/2202.12932},
eprinttype = {arXiv},
eprint = {2202.12932},
timestamp = {Thu, 03 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-12932.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09923,
author = {Ke Bai and
Aonan Zhang and
Zhizhong Li and
Ricardo Henao and
Chong Wang and
Lawrence Carin},
title = {Collaborative Anomaly Detection},
journal = {CoRR},
volume = {abs/2209.09923},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.09923},
doi = {10.48550/ARXIV.2209.09923},
eprinttype = {arXiv},
eprint = {2209.09923},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-09923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05751,
author = {Sijia Wang and
Yoojin Choi and
Junya Chen and
Mostafa El{-}Khamy and
Ricardo Henao},
title = {Toward Sustainable Continual Learning: Detection and Knowledge Repurposing
of Similar Tasks},
journal = {CoRR},
volume = {abs/2210.05751},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.05751},
doi = {10.48550/ARXIV.2210.05751},
eprinttype = {arXiv},
eprint = {2210.05751},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-05751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12818,
author = {Vinay Kumar Verma and
Nikhil Mehta and
Shijing Si and
Ricardo Henao and
Lawrence Carin},
title = {Pushing the Efficiency Limit Using Structured Sparse Convolutions},
journal = {CoRR},
volume = {abs/2210.12818},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12818},
doi = {10.48550/ARXIV.2210.12818},
eprinttype = {arXiv},
eprint = {2210.12818},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12818.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/DovKACRPHC21,
author = {David Dov and
Shahar Z. Kovalsky and
Serge Assaad and
Jonathan Cohen and
Danielle Elliott Range and
Avani A. Pendse and
Ricardo Henao and
Lawrence Carin},
title = {Weakly supervised instance learning for thyroid malignancy prediction
from whole slide cytopathology images},
journal = {Medical Image Anal.},
volume = {67},
pages = {101814},
year = {2021},
url = {https://doi.org/10.1016/j.media.2020.101814},
doi = {10.1016/J.MEDIA.2020.101814},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/DovKACRPHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/DraelosDMLHRC21,
author = {Rachel Lea Draelos and
David Dov and
Maciej A. Mazurowski and
Joseph Y. Lo and
Ricardo Henao and
Geoffrey D. Rubin and
Lawrence Carin},
title = {Machine-learning-based multiple abnormality prediction with large-scale
chest computed tomography volumes},
journal = {Medical Image Anal.},
volume = {67},
pages = {101857},
year = {2021},
url = {https://doi.org/10.1016/j.media.2020.101857},
doi = {10.1016/J.MEDIA.2020.101857},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/DraelosDMLHRC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/SheZHWCGSH21,
author = {Xichen She and
Yaya Zhai and
Ricardo Henao and
Christopher W. Woods and
Christopher Chiu and
Geoffrey S. Ginsburg and
Peter X. K. Song and
Alfred O. Hero III},
title = {Adaptive Multi-Channel Event Segmentation and Feature Extraction for
Monitoring Health Outcomes},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {68},
number = {8},
pages = {2377--2388},
year = {2021},
url = {https://doi.org/10.1109/TBME.2020.3038652},
doi = {10.1109/TBME.2020.3038652},
timestamp = {Sat, 31 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/SheZHWCGSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XiuTGDGH21,
author = {Zidi Xiu and
Chenyang Tao and
Michael Gao and
Connor Davis and
Benjamin Alan Goldstein and
Ricardo Henao},
title = {Variational Disentanglement for Rare Event Modeling},
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 = {10469--10477},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i12.17253},
doi = {10.1609/AAAI.V35I12.17253},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XiuTGDGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AssaadZTDMHLC21,
author = {Serge Assaad and
Shuxi Zeng and
Chenyang Tao and
Shounak Datta and
Nikhil Mehta and
Ricardo Henao and
Fan Li and
Lawrence Carin},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Counterfactual Representation Learning with Balancing Weights},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {1972--1980},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/assaad21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AssaadZTDMHLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/DovASWXKBR0HC21,
author = {David Dov and
Serge Assaad and
Shijing Si and
Rui Wang and
Hongteng Xu and
Shahar Ziv Kovalsky and
Jonathan Bell and
Danielle Elliott Range and
Jonathan Cohen and
Ricardo Henao and
Lawrence Carin},
editor = {Marzyeh Ghassemi and
Tristan Naumann and
Emma Pierson},
title = {Affinitention nets: kernel perspective on attention architectures
for set classification with applications to medical text and images},
booktitle = {{ACM} {CHIL} '21: {ACM} Conference on Health, Inference, and Learning,
Virtual Event, USA, April 8-9, 2021},
pages = {14--24},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3450439.3451856},
doi = {10.1145/3450439.3451856},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chil/DovASWXKBR0HC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/ChapfuwaAZPCH21,
author = {Paidamoyo Chapfuwa and
Serge Assaad and
Shuxi Zeng and
Michael J. Pencina and
Lawrence Carin and
Ricardo Henao},
editor = {Marzyeh Ghassemi and
Tristan Naumann and
Emma Pierson},
title = {Enabling counterfactual survival analysis with balanced representations},
booktitle = {{ACM} {CHIL} '21: {ACM} Conference on Health, Inference, and Learning,
Virtual Event, USA, April 8-9, 2021},
pages = {133--145},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3450439.3451875},
doi = {10.1145/3450439.3451875},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/ChapfuwaAZPCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/00010G0HC21,
author = {Liqun Chen and
Dong Wang and
Zhe Gan and
Jingjing Liu and
Ricardo Henao and
Lawrence Carin},
title = {Wasserstein Contrastive Representation Distillation},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {16296--16305},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Chen\_Wasserstein\_Contrastive\_Representation\_Distillation\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.01603},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/00010G0HC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangH21,
author = {Rui Wang and
Ricardo Henao},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Unsupervised Paraphrasing Consistency Training for Low Resource Named
Entity Recognition},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {5303--5308},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.430},
doi = {10.18653/V1/2021.EMNLP-MAIN.430},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WangH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/SubramanianEBCH21,
author = {Vivek Subramanian and
Matthew Engelhard and
Samuel Berchuck and
Liqun Chen and
Ricardo Henao and
Lawrence Carin},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {SpanPredict: Extraction of Predictive Document Spans with Neural Attention},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {5234--5258},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.413},
doi = {10.18653/V1/2021.NAACL-MAIN.413},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/SubramanianEBCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenXGHCT21,
author = {Junya Chen and
Zidi Xiu and
Benjamin Goldstein and
Ricardo Henao and
Lawrence Carin and
Chenyang Tao},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Supercharging Imbalanced Data Learning With Energy-based Contrastive
Representation Transfer},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {21229--21243},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/b151ce4935a3c2807e1dd9963eda16d8-Abstract.html},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenXGHCT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-03154,
author = {Fanjie Kong and
Xiao{-}Yang Liu and
Ricardo Henao},
title = {Quantum Tensor Network in Machine Learning: An Application to Tiny
Object Classification},
journal = {CoRR},
volume = {abs/2101.03154},
year = {2021},
url = {https://arxiv.org/abs/2101.03154},
eprinttype = {arXiv},
eprint = {2101.03154},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-03154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-02652,
author = {Meng Xia and
Meenal K. Kheterpal and
Samantha C. Wong and
Christine Park and
William Ratliff and
Lawrence Carin and
Ricardo Henao},
title = {Malignancy Prediction and Lesion Identification from Clinical Dermatological
Images},
journal = {CoRR},
volume = {abs/2104.02652},
year = {2021},
url = {https://arxiv.org/abs/2104.02652},
eprinttype = {arXiv},
eprint = {2104.02652},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-02652.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02694,
author = {Fanjie Kong and
Ricardo Henao},
title = {Efficient Classification of Very Large Images with Tiny Objects},
journal = {CoRR},
volume = {abs/2106.02694},
year = {2021},
url = {https://arxiv.org/abs/2106.02694},
eprinttype = {arXiv},
eprint = {2106.02694},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-01983,
author = {Qitong Gao and
Dong Wang and
Joshua D. Amason and
Siyang Yuan and
Chenyang Tao and
Ricardo Henao and
Majda Hadziahmetovic and
Lawrence Carin and
Miroslav Pajic},
title = {Imputation-Free Learning from Incomplete Observations},
journal = {CoRR},
volume = {abs/2107.01983},
year = {2021},
url = {https://arxiv.org/abs/2107.01983},
eprinttype = {arXiv},
eprint = {2107.01983},
timestamp = {Thu, 18 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-01983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenBTZ0WHC20,
author = {Liqun Chen and
Ke Bai and
Chenyang Tao and
Yizhe Zhang and
Guoyin Wang and
Wenlin Wang and
Ricardo Henao and
Lawrence Carin},
title = {Sequence Generation with Optimal-Transport-Enhanced Reinforcement
Learning},
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 = {7512--7520},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i05.6249},
doi = {10.1609/AAAI.V34I05.6249},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenBTZ0WHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/YuanBCZTLWHC20,
author = {Siyang Yuan and
Ke Bai and
Liqun Chen and
Yizhe Zhang and
Chenyang Tao and
Chunyuan Li and
Guoyin Wang and
Ricardo Henao and
Lawrence Carin},
title = {Advancing weakly supervised cross-domain alignment with optimal transport},
booktitle = {31st British Machine Vision Conference 2020, {BMVC} 2020, Virtual
Event, UK, September 7-10, 2020},
publisher = {{BMVA} Press},
year = {2020},
url = {https://www.bmvc2020-conference.com/assets/papers/0566.pdf},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/YuanBCZTLWHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/XiuTUHU20,
author = {Zidi Xiu and
Chenyang Tao and
Ricardo Henao},
editor = {Marzyeh Ghassemi},
title = {Variational learning of individual survival distributions},
booktitle = {{ACM} {CHIL} '20: {ACM} Conference on Health, Inference, and Learning,
Toronto, Ontario, Canada, April 2-4, 2020 [delayed]},
pages = {10--18},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3368555.3384454},
doi = {10.1145/3368555.3384454},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/XiuTUHU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/ChapfuwaLMCH20,
author = {Paidamoyo Chapfuwa and
Chunyuan Li and
Nikhil Mehta and
Lawrence Carin and
Ricardo Henao},
editor = {Marzyeh Ghassemi},
title = {Survival cluster analysis},
booktitle = {{ACM} {CHIL} '20: {ACM} Conference on Health, Inference, and Learning,
Toronto, Ontario, Canada, April 2-4, 2020 [delayed]},
pages = {60--68},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3368555.3384465},
doi = {10.1145/3368555.3384465},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/ChapfuwaLMCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangS0ZCH20,
author = {Rui Wang and
Shijing Si and
Guoyin Wang and
Lei Zhang and
Lawrence Carin and
Ricardo Henao},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Integrating Task Specific Information into Pretrained Language Models
for Low Resource Fine Tuning},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {3181--3186},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.285},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.285},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WangS0ZCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuLHSC20,
author = {Hongteng Xu and
Dixin Luo and
Ricardo Henao and
Svati Shah and
Lawrence Carin},
title = {Learning Autoencoders with Relational Regularization},
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 = {10576--10586},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xu20e.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XuLHSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/EngelhardBDH20,
author = {Matthew Engelhard and
Samuel Berchuck and
Joshua D'Arcy and
Ricardo Henao},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
Ken Jung and
David C. Kale and
Rajesh Ranganath and
Byron C. Wallace and
Jenna Wiens},
title = {Neural Conditional Event Time Models},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
2020, 7-8 August 2020, Virtual Event, Durham, NC, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {126},
pages = {223--244},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v126/engelhard20a.html},
timestamp = {Mon, 30 Nov 2020 08:54:44 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/EngelhardBDH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02913,
author = {Hongteng Xu and
Dixin Luo and
Ricardo Henao and
Svati Shah and
Lawrence Carin},
title = {Learning Autoencoders with Relational Regularization},
journal = {CoRR},
volume = {abs/2002.02913},
year = {2020},
url = {https://arxiv.org/abs/2002.02913},
eprinttype = {arXiv},
eprint = {2002.02913},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02913.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04752,
author = {Rachel Lea Draelos and
David Dov and
Maciej A. Mazurowski and
Joseph Y. Lo and
Ricardo Henao and
Geoffrey D. Rubin and
Lawrence Carin},
title = {Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale
Chest Computed Tomography Volumes},
journal = {CoRR},
volume = {abs/2002.04752},
year = {2020},
url = {https://arxiv.org/abs/2002.04752},
eprinttype = {arXiv},
eprint = {2002.04752},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-04752.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00355,
author = {Paidamoyo Chapfuwa and
Chunyuan Li and
Nikhil Mehta and
Lawrence Carin and
Ricardo Henao},
title = {Survival Cluster Analysis},
journal = {CoRR},
volume = {abs/2003.00355},
year = {2020},
url = {https://arxiv.org/abs/2003.00355},
eprinttype = {arXiv},
eprint = {2003.00355},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-04430,
author = {Zidi Xiu and
Chenyang Tao and
Ricardo Henao},
title = {Variational Learning of Individual Survival Distributions},
journal = {CoRR},
volume = {abs/2003.04430},
year = {2020},
url = {https://arxiv.org/abs/2003.04430},
eprinttype = {arXiv},
eprint = {2003.04430},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-04430.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-01376,
author = {Matthew Engelhard and
Samuel Berchuck and
Joshua D'Arcy and
Ricardo Henao},
title = {Neural Conditional Event Time Models},
journal = {CoRR},
volume = {abs/2004.01376},
year = {2020},
url = {https://arxiv.org/abs/2004.01376},
eprinttype = {arXiv},
eprint = {2004.01376},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-01376.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07756,
author = {Paidamoyo Chapfuwa and
Serge Assaad and
Shuxi Zeng and
Michael J. Pencina and
Lawrence Carin and
Ricardo Henao},
title = {Survival Analysis meets Counterfactual Inference},
journal = {CoRR},
volume = {abs/2006.07756},
year = {2020},
url = {https://arxiv.org/abs/2006.07756},
eprinttype = {arXiv},
eprint = {2006.07756},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11991,
author = {Shijing Si and
Rui Wang and
Jedrek Wosik and
Hao Zhang and
David Dov and
Guoyin Wang and
Ricardo Henao and
Lawrence Carin},
title = {Students Need More Attention: BERT-based AttentionModel for Small
Data with Application to AutomaticPatient Message Triage},
journal = {CoRR},
volume = {abs/2006.11991},
year = {2020},
url = {https://arxiv.org/abs/2006.11991},
eprinttype = {arXiv},
eprint = {2006.11991},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11991.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-06597,
author = {Siyang Yuan and
Ke Bai and
Liqun Chen and
Yizhe Zhang and
Chenyang Tao and
Chunyuan Li and
Guoyin Wang and
Ricardo Henao and
Lawrence Carin},
title = {Weakly supervised cross-domain alignment with optimal transport},
journal = {CoRR},
volume = {abs/2008.06597},
year = {2020},
url = {https://arxiv.org/abs/2008.06597},
eprinttype = {arXiv},
eprint = {2008.06597},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-06597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08541,
author = {Zidi Xiu and
Chenyang Tao and
Michael Gao and
Connor Davis and
Benjamin Alan Goldstein and
Ricardo Henao},
title = {Variational Disentanglement for Rare Event Modeling},
journal = {CoRR},
volume = {abs/2009.08541},
year = {2020},
url = {https://arxiv.org/abs/2009.08541},
eprinttype = {arXiv},
eprint = {2009.08541},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-08541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12618,
author = {Serge Assaad and
Shuxi Zeng and
Chenyang Tao and
Shounak Datta and
Nikhil Mehta and
Ricardo Henao and
Fan Li and
Lawrence Carin},
title = {Counterfactual Representation Learning with Balancing Weights},
journal = {CoRR},
volume = {abs/2010.12618},
year = {2020},
url = {https://arxiv.org/abs/2010.12618},
eprinttype = {arXiv},
eprint = {2010.12618},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12618.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-12454,
author = {Junya Chen and
Zidi Xiu and
Benjamin Alan Goldstein and
Ricardo Henao and
Lawrence Carin and
Chenyang Tao},
title = {Supercharging Imbalanced Data Learning With Causal Representation
Transfer},
journal = {CoRR},
volume = {abs/2011.12454},
year = {2020},
url = {https://arxiv.org/abs/2011.12454},
eprinttype = {arXiv},
eprint = {2011.12454},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-12454.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03369,
author = {Dong Wang and
Yuewei Yang and
Chenyang Tao and
Fanjie Kong and
Ricardo Henao and
Lawrence Carin},
title = {Proactive Pseudo-Intervention: Causally Informed Contrastive Learning
For Interpretable Vision Models},
journal = {CoRR},
volume = {abs/2012.03369},
year = {2020},
url = {https://arxiv.org/abs/2012.03369},
eprinttype = {arXiv},
eprint = {2012.03369},
timestamp = {Thu, 18 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08674,
author = {Liqun Chen and
Zhe Gan and
Dong Wang and
Jingjing Liu and
Ricardo Henao and
Lawrence Carin},
title = {Wasserstein Contrastive Representation Distillation},
journal = {CoRR},
volume = {abs/2012.08674},
year = {2020},
url = {https://arxiv.org/abs/2012.08674},
eprinttype = {arXiv},
eprint = {2012.08674},
timestamp = {Fri, 02 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-08674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiCPHC19,
author = {Chunyuan Li and
Changyou Chen and
Yunchen Pu and
Ricardo Henao and
Lawrence Carin},
title = {Communication-Efficient Stochastic Gradient {MCMC} for Neural Networks},
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 = {4173--4180},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33014173},
doi = {10.1609/AAAI.V33I01.33014173},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiCPHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/BenitezTKSPMLRH19,
author = {Matias Benitez and
James Tian and
Mark Kelly and
Vignesh Selvakumaran and
Matthew Phelan and
Maciej A. Mazurowski and
Joseph Y. Lo and
Geoffrey D. Rubin and
Ricardo Henao},
editor = {Kensaku Mori and
Horst K. Hahn},
title = {Combining deep learning methods and human knowledge to identify abnormalities
in computed tomography {(CT)} reports},
booktitle = {Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, California,
United States, 16-21 February 2019},
series = {{SPIE} Proceedings},
volume = {10950},
pages = {109500V},
publisher = {{SPIE}},
year = {2019},
url = {https://doi.org/10.1117/12.2512886},
doi = {10.1117/12.2512886},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/BenitezTKSPMLRH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/HanTKSHRL19,
author = {Songyue Han and
James Tian and
Mark Kelly and
Vignesh Selvakumaran and
Ricardo Henao and
Geoffrey D. Rubin and
Joseph Y. Lo},
editor = {Kensaku Mori and
Horst K. Hahn},
title = {Classifying abnormalities in computed tomography radiology reports
with rule-based and natural language processing models},
booktitle = {Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, California,
United States, 16-21 February 2019},
series = {{SPIE} Proceedings},
volume = {10950},
pages = {109504H},
publisher = {{SPIE}},
year = {2019},
url = {https://doi.org/10.1117/12.2513577},
doi = {10.1117/12.2513577},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/HanTKSHRL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/DovKCRHC19,
author = {David Dov and
Shahar Z. Kovalsky and
Jonathan Cohen and
Danielle Elliott Range and
Ricardo Henao and
Lawrence Carin},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
Ken Jung and
David C. Kale and
Rajesh Ranganath and
Byron C. Wallace and
Jenna Wiens},
title = {Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology
Images},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
2019, 9-10 August 2019, Ann Arbor, Michigan, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {106},
pages = {553--570},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v106/dov19a.html},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/DovKCRHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangTGWCZZYHC19,
author = {Wenlin Wang and
Chenyang Tao and
Zhe Gan and
Guoyin Wang and
Liqun Chen and
Xinyuan Zhang and
Ruiyi Zhang and
Qian Yang and
Ricardo Henao and
Lawrence Carin},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Improving Textual Network Learning with Variational Homophilic Embeddings},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {2074--2085},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/3a029f04d76d32e79367c4b3255dda4d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangTGWCZZYHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiangWLHC19,
author = {Kevin J. Liang and
Guoyin Wang and
Yitong Li and
Ricardo Henao and
Lawrence Carin},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Kernel-Based Approaches for Sequence Modeling: Connections to Neural
Methods},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {3387--3398},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/7e9e346dc5fd268b49bf418523af8679-Abstract.html},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiangWLHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-00839,
author = {David Dov and
Shahar Ziv Kovalsky and
Jonathan Cohen and
Danielle Range and
Ricardo Henao and
Lawrence Carin},
title = {Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology
Images},
journal = {CoRR},
volume = {abs/1904.00839},
year = {2019},
url = {http://arxiv.org/abs/1904.00839},
eprinttype = {arXiv},
eprint = {1904.00839},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-00839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12739,
author = {David Dov and
Shahar Ziv Kovalsky and
Jonathan Cohen and
Danielle Elliott Range and
Ricardo Henao and
Lawrence Carin},
title = {A Deep-Learning Algorithm for Thyroid Malignancy Prediction From Whole
Slide Cytopathology Images},
journal = {CoRR},
volume = {abs/1904.12739},
year = {2019},
url = {http://arxiv.org/abs/1904.12739},
eprinttype = {arXiv},
eprint = {1904.12739},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-12739.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-08838,
author = {Paidamoyo Chapfuwa and
Chenyang Tao and
Lawrence Carin and
Ricardo Henao},
title = {Survival Function Matching for Calibrated Time-to-Event Predictions},
journal = {CoRR},
volume = {abs/1905.08838},
year = {2019},
url = {http://arxiv.org/abs/1905.08838},
eprinttype = {arXiv},
eprint = {1905.08838},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-08838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13331,
author = {Rui Wang and
Guoyin Wang and
Ricardo Henao},
title = {Discriminative Clustering for Robust Unsupervised Domain Adaptation},
journal = {CoRR},
volume = {abs/1905.13331},
year = {2019},
url = {http://arxiv.org/abs/1905.13331},
eprinttype = {arXiv},
eprint = {1905.13331},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13331.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13456,
author = {Wenlin Wang and
Chenyang Tao and
Zhe Gan and
Guoyin Wang and
Liqun Chen and
Xinyuan Zhang and
Ruiyi Zhang and
Qian Yang and
Ricardo Henao and
Lawrence Carin},
title = {Improving Textual Network Learning with Variational Homophilic Embeddings},
journal = {CoRR},
volume = {abs/1909.13456},
year = {2019},
url = {http://arxiv.org/abs/1909.13456},
eprinttype = {arXiv},
eprint = {1909.13456},
timestamp = {Fri, 02 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-13456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-02176,
author = {Pengyu Cheng and
Chang Liu and
Chunyuan Li and
Dinghan Shen and
Ricardo Henao and
Lawrence Carin},
title = {Straight-Through Estimator as Projected Wasserstein Gradient Flow},
journal = {CoRR},
volume = {abs/1910.02176},
year = {2019},
url = {http://arxiv.org/abs/1910.02176},
eprinttype = {arXiv},
eprint = {1910.02176},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-02176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04233,
author = {Kevin J. Liang and
Guoyin Wang and
Yitong Li and
Ricardo Henao and
Lawrence Carin},
title = {Kernel-Based Approaches for Sequence Modeling: Connections to Neural
Methods},
journal = {CoRR},
volume = {abs/1910.04233},
year = {2019},
url = {http://arxiv.org/abs/1910.04233},
eprinttype = {arXiv},
eprint = {1910.04233},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-04233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShenZHSC18,
author = {Dinghan Shen and
Yizhe Zhang and
Ricardo Henao and
Qinliang Su and
Lawrence Carin},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Deconvolutional Latent-Variable Model for Text Sequence Matching},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {5438--5445},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11991},
doi = {10.1609/AAAI.V32I1.11991},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ShenZHSC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HenaoLCSSWWMZ18,
author = {Dinghan Shen and
Guoyin Wang and
Wenlin Wang and
Martin Renqiang Min and
Qinliang Su and
Yizhe Zhang and
Chunyuan Li and
Ricardo Henao and
Lawrence Carin},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {Baseline Needs More Love: On Simple Word-Embedding-Based Models and
Associated Pooling Mechanisms},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {440--450},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1041/},
doi = {10.18653/V1/P18-1041},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/HenaoLCSSWWMZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HenaoCSSWWC18,
author = {Dinghan Shen and
Qinliang Su and
Paidamoyo Chapfuwa and
Wenlin Wang and
Guoyin Wang and
Ricardo Henao and
Lawrence Carin},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {{NASH:} Toward End-to-End Neural Architecture for Generative Semantic
Hashing},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {2041--2050},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1190/},
doi = {10.18653/V1/P18-1190},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HenaoCSSWWC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HenaoLCSWWZZ18,
author = {Guoyin Wang and
Chunyuan Li and
Wenlin Wang and
Yizhe Zhang and
Dinghan Shen and
Xinyuan Zhang and
Ricardo Henao and
Lawrence Carin},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {Joint Embedding of Words and Labels for Text Classification},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {2321--2331},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1216/},
doi = {10.18653/V1/P18-1216},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/HenaoLCSWWZZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/RusincovitchWHR18,
author = {Shelley A. Rusincovitch and
Lisa Wruck and
Ricardo Henao and
Larisa Rodgers and
Allison Dunning and
Peter Merrill and
Hillary Mulder and
Robert Overton and
Matthew Phelan and
Erich Huang and
Lawrence Carin and
Michael J. Pencina},
title = {The Duke Health Data Science Internship Program: Integrating the Educational
Mission into Real-World Research},
booktitle = {{AMIA} 2018, American Medical Informatics Association Annual Symposium,
San Francisco, CA, November 3-7, 2018},
publisher = {{AMIA}},
year = {2018},
url = {https://knowledge.amia.org/67852-amia-1.4259402/t007-1.4262189/t007-1.4262190/2975003-1.4262464/2977022-1.4262461},
timestamp = {Wed, 17 Apr 2024 11:47:15 +0200},
biburl = {https://dblp.org/rec/conf/amia/RusincovitchWHR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ShenZHC18,
author = {Dinghan Shen and
Xinyuan Zhang and
Ricardo Henao and
Lawrence Carin},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {1829--1838},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1209},
doi = {10.18653/V1/D18-1209},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ShenZHC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChapfuwaTLPGCH18,
author = {Paidamoyo Chapfuwa and
Chenyang Tao and
Chunyuan Li and
Courtney Page and
Benjamin Alan Goldstein and
Lawrence Carin and
Ricardo Henao},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Adversarial Time-to-Event Modeling},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {734--743},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/chapfuwa18a.html},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChapfuwaTLPGCH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenTZHC18,
author = {Liqun Chen and
Chenyang Tao and
Ruiyi Zhang and
Ricardo Henao and
Lawrence Carin},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Variational Inference and Model Selection with Generalized Evidence
Bounds},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {892--901},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/chen18k.html},
timestamp = {Fri, 02 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenTZHC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PuDGWWZHC18,
author = {Yunchen Pu and
Shuyang Dai and
Zhe Gan and
Weiyao Wang and
Guoyin Wang and
Yizhe Zhang and
Ricardo Henao and
Lawrence Carin},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {JointGAN: Multi-Domain Joint Distribution Learning with Generative
Adversarial Nets},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {4148--4157},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/pu18a.html},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PuDGWWZHC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TaoCHFC18,
author = {Chenyang Tao and
Liqun Chen and
Ricardo Henao and
Jianfeng Feng and
Lawrence Carin},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Chi-square Generative Adversarial Network},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {4894--4903},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/tao18b.html},
timestamp = {Fri, 02 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TaoCHFC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/ZhangHGLC18,
author = {Xinyuan Zhang and
Ricardo Henao and
Zhe Gan and
Yitong Li and
Lawrence Carin},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
Ken Jung and
David C. Kale and
Rajesh Ranganath and
Byron C. Wallace and
Jenna Wiens},
title = {Multi-Label Learning from Medical Plain Text with Convolutional Residual
Models},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
2018, 17-18 August 2018, Palo Alto, California},
series = {Proceedings of Machine Learning Research},
volume = {85},
pages = {280--294},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v85/zhang18a.html},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/ZhangHGLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-05062,
author = {Xinyuan Zhang and
Ricardo Henao and
Zhe Gan and
Yitong Li and
Lawrence Carin},
title = {Multi-Label Learning from Medical Plain Text with Convolutional Residual
Models},
journal = {CoRR},
volume = {abs/1801.05062},
year = {2018},
url = {http://arxiv.org/abs/1801.05062},
eprinttype = {arXiv},
eprint = {1801.05062},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-05062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-03184,
author = {Paidamoyo Chapfuwa and
Chenyang Tao and
Chunyuan Li and
Courtney Page and
Benjamin Alan Goldstein and
Lawrence Carin and
Ricardo Henao},
title = {Adversarial Time-to-Event Modeling},
journal = {CoRR},
volume = {abs/1804.03184},
year = {2018},
url = {http://arxiv.org/abs/1804.03184},
eprinttype = {arXiv},
eprint = {1804.03184},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-03184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-04174,
author = {Guoyin Wang and
Chunyuan Li and
Wenlin Wang and
Yizhe Zhang and
Dinghan Shen and
Xinyuan Zhang and
Ricardo Henao and
Lawrence Carin},
title = {Joint Embedding of Words and Labels for Text Classification},
journal = {CoRR},
volume = {abs/1805.04174},
year = {2018},
url = {http://arxiv.org/abs/1805.04174},
eprinttype = {arXiv},
eprint = {1805.04174},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-04174.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-05361,
author = {Dinghan Shen and
Qinliang Su and
Paidamoyo Chapfuwa and
Wenlin Wang and
Guoyin Wang and
Lawrence Carin and
Ricardo Henao},
title = {{NASH:} Toward End-to-End Neural Architecture for Generative Semantic
Hashing},
journal = {CoRR},
volume = {abs/1805.05361},
year = {2018},
url = {http://arxiv.org/abs/1805.05361},
eprinttype = {arXiv},
eprint = {1805.05361},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-05361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09843,
author = {Dinghan Shen and
Guoyin Wang and
Wenlin Wang and
Martin Renqiang Min and
Qinliang Su and
Yizhe Zhang and
Chunyuan Li and
Ricardo Henao and
Lawrence Carin},
title = {Baseline Needs More Love: On Simple Word-Embedding-Based Models and
Associated Pooling Mechanisms},
journal = {CoRR},
volume = {abs/1805.09843},
year = {2018},
url = {http://arxiv.org/abs/1805.09843},
eprinttype = {arXiv},
eprint = {1805.09843},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02978,
author = {Yunchen Pu and
Shuyang Dai and
Zhe Gan and
Weiyao Wang and
Guoyin Wang and
Yizhe Zhang and
Ricardo Henao and
Lawrence Carin},
title = {JointGAN: Multi-Domain Joint Distribution Learning with Generative
Adversarial Nets},
journal = {CoRR},
volume = {abs/1806.02978},
year = {2018},
url = {http://arxiv.org/abs/1806.02978},
eprinttype = {arXiv},
eprint = {1806.02978},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02978.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-09633,
author = {Dinghan Shen and
Xinyuan Zhang and
Ricardo Henao and
Lawrence Carin},
title = {Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment},
journal = {CoRR},
volume = {abs/1808.09633},
year = {2018},
url = {http://arxiv.org/abs/1808.09633},
eprinttype = {arXiv},
eprint = {1808.09633},
timestamp = {Thu, 15 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-09633.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/HaldHW17,
author = {Ditte H{\o}venhoff Hald and
Ricardo Henao and
Ole Winther},
title = {Gaussian process based independent analysis for temporal source separation
in fMRI},
journal = {NeuroImage},
volume = {152},
pages = {563--574},
year = {2017},
url = {https://doi.org/10.1016/j.neuroimage.2017.02.070},
doi = {10.1016/J.NEUROIMAGE.2017.02.070},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/HaldHW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/KomivesRPCCGHHN17,
author = {Eugenie Komives and
Shelley A. Rusincovitch and
John Paat and
Lawrence Carin and
Daniel Costello and
Michael Gao and
Bradley G. Hammill and
Ricardo Henao and
Nigel B. Neely and
Ursula Rogers and
Devdutta Sangvai and
Mary Schilder and
Erich Huang},
title = {Guiding Principles for the Duke Connected Care Predictive Modeling
Pilot},
booktitle = {{AMIA} 2017, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 4-8, 2017},
publisher = {{AMIA}},
year = {2017},
url = {https://knowledge.amia.org/65881-amiab-1.4254737/t004-1.4257399/f004-1.4257400/2732038-1.4257971/2731944-1.4257968},
timestamp = {Wed, 17 Apr 2024 11:47:24 +0200},
biburl = {https://dblp.org/rec/conf/amia/KomivesRPCCGHHN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/RusincovitchHGC17,
author = {Shelley A. Rusincovitch and
Ricardo Henao and
Michael Gao and
Lawrence Carin and
Ursula Rogers and
Nigel B. Neely and
Mary Schilder and
Daniel Costello and
Eugenie Komives and
Erich Huang},
title = {Rationale and Design for the Duke Connected Care Predictive Modeling
Pilot with a Medicare Shared Savings Program Population},
booktitle = {{AMIA} 2017, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 4-8, 2017},
publisher = {{AMIA}},
year = {2017},
url = {https://knowledge.amia.org/65881-amiab-1.4254737/t001-1.4259018/f001-1.4259019/2729109-1.4259116/2732086-1.4259113},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/RusincovitchHGC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GanPHLHC17,
author = {Zhe Gan and
Yunchen Pu and
Ricardo Henao and
Chunyuan Li and
Xiaodong He and
Lawrence Carin},
editor = {Martha Palmer and
Rebecca Hwa and
Sebastian Riedel},
title = {Learning Generic Sentence Representations Using Convolutional Neural
Networks},
booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
9-11, 2017},
pages = {2390--2400},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/d17-1254},
doi = {10.18653/V1/D17-1254},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GanPHLHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangCGHC17,
author = {Yizhe Zhang and
Changyou Chen and
Zhe Gan and
Ricardo Henao and
Lawrence Carin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Stochastic Gradient Monomial Gamma Sampler},
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 = {3996--4005},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhang17a.html},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhangCGHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangGFCHSC17,
author = {Yizhe Zhang and
Zhe Gan and
Kai Fan and
Zhi Chen and
Ricardo Henao and
Dinghan Shen and
Lawrence Carin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Adversarial Feature Matching for Text Generation},
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 = {4006--4015},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zhang17b.html},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhangGFCHSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangSWGHC17,
author = {Yizhe Zhang and
Dinghan Shen and
Guoyin Wang and
Zhe Gan and
Ricardo Henao and
Lawrence Carin},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Deconvolutional Paragraph Representation Learning},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {4169--4179},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/4b4edc2630fe75800ddc29a7b4070add-Abstract.html},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangSWGHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PuGHLHC17,
author = {Yunchen Pu and
Zhe Gan and
Ricardo Henao and
Chunyuan Li and
Shaobo Han and
Lawrence Carin},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {{VAE} Learning via Stein Variational Gradient Descent},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {4236--4245},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/443dec3062d0286986e21dc0631734c9-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PuGHLHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PuWHCGLC17,
author = {Yunchen Pu and
Weiyao Wang and
Ricardo Henao and
Liqun Chen and
Zhe Gan and
Chunyuan Li and
Lawrence Carin},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Adversarial Symmetric Variational Autoencoder},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {4330--4339},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/4cb811134b9d39fc3104bd06ce75abad-Abstract.html},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/PuWHCGLC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiLCPCHC17,
author = {Chunyuan Li and
Hao Liu and
Changyou Chen and
Yunchen Pu and
Liqun Chen and
Ricardo Henao and
Lawrence Carin},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {{ALICE:} Towards Understanding Adversarial Learning for Joint Distribution
Matching},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {5495--5503},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/ade55409d1224074754035a5a937d2e0-Abstract.html},
timestamp = {Fri, 02 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiLCPCHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PuGHLHC17,
author = {Yunchen Pu and
Zhe Gan and
Ricardo Henao and
Chunyuan Li and
Shaobo Han and
Lawrence Carin},
title = {Stein Variational Autoencoder},
journal = {CoRR},
volume = {abs/1704.05155},
year = {2017},
url = {http://arxiv.org/abs/1704.05155},
eprinttype = {arXiv},
eprint = {1704.05155},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PuGHLHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1706-01498,
author = {Yizhe Zhang and
Changyou Chen and
Zhe Gan and
Ricardo Henao and
Lawrence Carin},
title = {Stochastic Gradient Monomial Gamma Sampler},
journal = {CoRR},
volume = {abs/1706.01498},
year = {2017},
url = {http://arxiv.org/abs/1706.01498},
eprinttype = {arXiv},
eprint = {1706.01498},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1706-01498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangGFCHSC17,
author = {Yizhe Zhang and
Zhe Gan and
Kai Fan and
Zhi Chen and
Ricardo Henao and
Dinghan Shen and
Lawrence Carin},
title = {Adversarial Feature Matching for Text Generation},
journal = {CoRR},
volume = {abs/1706.03850},
year = {2017},
url = {http://arxiv.org/abs/1706.03850},
eprinttype = {arXiv},
eprint = {1706.03850},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangGFCHSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-04729,
author = {Yizhe Zhang and
Dinghan Shen and
Guoyin Wang and
Zhe Gan and
Ricardo Henao and
Lawrence Carin},
title = {Deconvolutional Paragraph Representation Learning},
journal = {CoRR},
volume = {abs/1708.04729},
year = {2017},
url = {http://arxiv.org/abs/1708.04729},
eprinttype = {arXiv},
eprint = {1708.04729},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-04729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01215,
author = {Chunyuan Li and
Hao Liu and
Changyou Chen and
Yunchen Pu and
Liqun Chen and
Ricardo Henao and
Lawrence Carin},
title = {Towards Understanding Adversarial Learning for Joint Distribution
Matching},
journal = {CoRR},
volume = {abs/1709.01215},
year = {2017},
url = {http://arxiv.org/abs/1709.01215},
eprinttype = {arXiv},
eprint = {1709.01215},
timestamp = {Fri, 02 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01215.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-07109,
author = {Dinghan Shen and
Yizhe Zhang and
Ricardo Henao and
Qinliang Su and
Lawrence Carin},
title = {Deconvolutional Latent-Variable Model for Text Sequence Matching},
journal = {CoRR},
volume = {abs/1709.07109},
year = {2017},
url = {http://arxiv.org/abs/1709.07109},
eprinttype = {arXiv},
eprint = {1709.07109},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-07109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-04915,
author = {Yunchen Pu and
Weiyao Wang and
Ricardo Henao and
Liqun Chen and
Zhe Gan and
Chunyuan Li and
Lawrence Carin},
title = {Adversarial Symmetric Variational Autoencoder},
journal = {CoRR},
volume = {abs/1711.04915},
year = {2017},
url = {http://arxiv.org/abs/1711.04915},
eprinttype = {arXiv},
eprint = {1711.04915},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-04915.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HenaoLLFC16,
author = {Ricardo Henao and
James Lu and
Joseph E. Lucas and
Jeffrey M. Ferranti and
Lawrence Carin},
title = {Electronic Health Record Analysis via Deep Poisson Factor Models},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {186:1--186:32},
year = {2016},
url = {http://jmlr.org/papers/v17/15-429.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HenaoLLFC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangHCZH16,
author = {Yizhe Zhang and
Ricardo Henao and
Lawrence Carin and
Jianling Zhong and
Alexander J. Hartemink},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Learning a Hybrid Architecture for Sequence Regression and Annotation},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1415--1421},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10145},
doi = {10.1609/AAAI.V30I1.10145},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangHCZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SongHCC16,
author = {Zhao Song and
Ricardo Henao and
David E. Carlson and
Lawrence Carin},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Learning Sigmoid Belief Networks via Monte Carlo Expectation Maximization},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {1347--1355},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/song16.html},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/SongHCC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FanZHH16,
author = {Kai Fan and
Yizhe Zhang and
Ricardo Henao and
Katherine A. Heller},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Triply Stochastic Variational Inference for Non-linear Beta Process
Factor Analysis},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {121--130},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0023},
doi = {10.1109/ICDM.2016.0023},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FanZHH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZDHC16,
author = {Yizhe Zhang and
Yue Zhao and
Lawrence David and
Ricardo Henao and
Lawrence Carin},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Dynamic Poisson Factor Analysis},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {1359--1364},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0186},
doi = {10.1109/ICDM.2016.0186},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZDHC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangHLC16,
author = {Yizhe Zhang and
Ricardo Henao and
Chunyuan Li and
Lawrence Carin},
editor = {Subbarao Kambhampati},
title = {Bayesian Dictionary Learning with Gaussian Processes and Sigmoid Belief
Networks},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {2364--2370},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/337},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangHLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangWCHFC16,
author = {Yizhe Zhang and
Xiangyu Wang and
Changyou Chen and
Ricardo Henao and
Kai Fan and
Lawrence Carin},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Towards Unifying Hamiltonian Monte Carlo and Slice Sampling},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1741--1749},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/3cef96dcc9b8035d23f69e30bb19218a-Abstract.html},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangWCHFC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PuGHYLSC16,
author = {Yunchen Pu and
Zhe Gan and
Ricardo Henao and
Xin Yuan and
Chunyuan Li and
Andrew Stevens and
Lawrence Carin},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Variational Autoencoder for Deep Learning of Images, Labels and Captions},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2352--2360},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/eb86d510361fc23b59f18c1bc9802cc6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PuGHYLSC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangCHC16,
author = {Yizhe Zhang and
Changyou Chen and
Ricardo Henao and
Lawrence Carin},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {Laplacian Hamiltonian Monte Carlo},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9851},
pages = {98--114},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46128-1\_7},
doi = {10.1007/978-3-319-46128-1\_7},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangCHC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/cu/p/GanYHTC16,
author = {Zhe Gan and
Xin Yuan and
Ricardo Henao and
Ephraim L. Tsalik and
Lawrence Carin},
editor = {Shuguang Cui and
Alfred O. Hero III and
Zhi{-}Quan Luo and
Jos{\'{e}} M. F. Moura},
title = {Inference of gene networks associated with the host response to infectious
disease},
booktitle = {Big Data over Networks},
pages = {365--390},
publisher = {Cambridge University Press},
year = {2016},
url = {https://doi.org/10.1017/CBO9781316162750.014},
doi = {10.1017/CBO9781316162750.014},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/cu/p/GanYHTC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PuGHYLSC16,
author = {Yunchen Pu and
Zhe Gan and
Ricardo Henao and
Xin Yuan and
Chunyuan Li and
Andrew Stevens and
Lawrence Carin},
title = {Variational Autoencoder for Deep Learning of Images, Labels and Captions},
journal = {CoRR},
volume = {abs/1609.08976},
year = {2016},
url = {http://arxiv.org/abs/1609.08976},
eprinttype = {arXiv},
eprint = {1609.08976},
timestamp = {Wed, 30 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/PuGHYLSC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GanPHLHC16,
author = {Zhe Gan and
Yunchen Pu and
Ricardo Henao and
Chunyuan Li and
Xiaodong He and
Lawrence Carin},
title = {Unsupervised Learning of Sentence Representations using Convolutional
Neural Networks},
journal = {CoRR},
volume = {abs/1611.07897},
year = {2016},
url = {http://arxiv.org/abs/1611.07897},
eprinttype = {arXiv},
eprint = {1611.07897},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GanPHLHC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GanHCC15,
author = {Zhe Gan and
Ricardo Henao and
David E. Carlson and
Lawrence Carin},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Learning Deep Sigmoid Belief Networks with Data Augmentation},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/gan15.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GanHCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuanHTLC15,
author = {Xin Yuan and
Ricardo Henao and
Ephraim Tsalik and
Raymond Langley and
Lawrence Carin},
editor = {Francis R. Bach and
David M. Blei},
title = {Non-Gaussian Discriminative Factor Models via the Max-Margin Rank-Likelihood},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1254--1263},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/yuan15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/YuanHTLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GanCHCC15,
author = {Zhe Gan and
Changyou Chen and
Ricardo Henao and
David E. Carlson and
Lawrence Carin},
editor = {Francis R. Bach and
David M. Blei},
title = {Scalable Deep Poisson Factor Analysis for Topic Modeling},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1823--1832},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/gan15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GanCHCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LianHRLC15,
author = {Wenzhao Lian and
Ricardo Henao and
Vinayak A. Rao and
Joseph E. Lucas and
Lawrence Carin},
editor = {Francis R. Bach and
David M. Blei},
title = {A Multitask Point Process Predictive Model},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2030--2038},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/lian15.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LianHRLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GanLHCC15,
author = {Zhe Gan and
Chunyuan Li and
Ricardo Henao and
David E. Carlson and
Lawrence Carin},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Deep Temporal Sigmoid Belief Networks for Sequence Modeling},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2467--2475},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/95151403b0db4f75bfd8da0b393af853-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GanLHCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HenaoGLC15,
author = {Ricardo Henao and
Zhe Gan and
James Lu and
Lawrence Carin},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Deep Poisson Factor Modeling},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2800--2808},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/d72fbbccd9fe64c3a14f85d225a046f4-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HenaoGLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RaiHHC15,
author = {Piyush Rai and
Changwei Hu and
Ricardo Henao and
Lawrence Carin},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Large-Scale Bayesian Multi-Label Learning via Topic-Based Label Embeddings},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {3222--3230},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/7ffd85d93a3e4de5c490d304ccd9f864-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RaiHHC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GanLHCC15,
author = {Zhe Gan and
Chunyuan Li and
Ricardo Henao and
David E. Carlson and
Lawrence Carin},
title = {Deep Temporal Sigmoid Belief Networks for Sequence Modeling},
journal = {CoRR},
volume = {abs/1509.07087},
year = {2015},
url = {http://arxiv.org/abs/1509.07087},
eprinttype = {arXiv},
eprint = {1509.07087},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GanLHCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HenaoYC14,
author = {Ricardo Henao and
Xin Yuan and
Lawrence Carin},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Bayesian Nonlinear Support Vector Machines and Discriminative Factor
Modeling},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1754--1762},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/b7892fb3c2f009c65f686f6355c895b5-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HenaoYC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/BenjaminTSGHKML13,
author = {Ashlee M. Benjamin and
J. Will Thompson and
Erik J. Soderblom and
Scott J. Geromanos and
Ricardo Henao and
Virginia B. Kraus and
M. Arthur Moseley and
Joseph E. Lucas},
title = {A flexible statistical model for alignment of label-free proteomics
data - incorporating ion mobility and product ion information},
journal = {{BMC} Bioinform.},
volume = {14},
pages = {364},
year = {2013},
url = {https://doi.org/10.1186/1471-2105-14-364},
doi = {10.1186/1471-2105-14-364},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/BenjaminTSGHKML13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/HenaoMGCL13,
author = {Ricardo Henao and
Jared Murray and
Geoffrey S. Ginsburg and
Lawrence Carin and
Joseph E. Lucas},
title = {Patient Clustering with Uncoded Text in Electronic Medical Records},
booktitle = {{AMIA} 2013, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 16-20, 2013},
publisher = {{AMIA}},
year = {2013},
url = {https://knowledge.amia.org/amia-55142-a2013e-1.580047/t-05-1.583941/f-005-1.583942/a-200-1.584182/a-202-1.584177},
timestamp = {Wed, 17 Apr 2024 11:47:55 +0200},
biburl = {https://dblp.org/rec/conf/amia/HenaoMGCL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HenaoW12,
author = {Ricardo Henao and
Ole Winther},
title = {Predictive active set selection methods for Gaussian processes},
journal = {Neurocomputing},
volume = {80},
pages = {10--18},
year = {2012},
url = {https://doi.org/10.1016/j.neucom.2011.09.017},
doi = {10.1016/J.NEUCOM.2011.09.017},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/HenaoW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/CarinHLDCHTZWG12,
author = {Lawrence Carin and
Alfred O. Hero III and
Joseph E. Lucas and
David B. Dunson and
Minhua Chen and
Ricardo Henao and
Arnau Tibau Puig and
Aimee K. Zaas and
Christopher W. Woods and
Geoffrey S. Ginsburg},
title = {High Dimensional Longitudinal Genomic Data: An analysis used for monitoring
viral infections},
journal = {{IEEE} Signal Process. Mag.},
volume = {29},
number = {1},
pages = {108--123},
year = {2012},
url = {https://doi.org/10.1109/MSP.2011.943009},
doi = {10.1109/MSP.2011.943009},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/CarinHLDCHTZWG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccabs/HenaoTMGCL12,
author = {Ricardo Henao and
J. Will Thompson and
M. Arthur Moseley and
Geoffrey S. Ginsburg and
Lawrence Carin and
Joseph E. Lucas},
editor = {Sorin Istrail and
Ion I. Mandoiu and
Mihai Pop and
Sanguthevar Rajasekaran and
John L. Spouge},
title = {Hierarchical factor modeling of proteomics data},
booktitle = {{IEEE} 2nd International Conference on Computational Advances in Bio
and Medical Sciences, {ICCABS} 2012, Las Vegas, NV, USA, February
23-25, 2012},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICCABS.2012.6182638},
doi = {10.1109/ICCABS.2012.6182638},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccabs/HenaoTMGCL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HenaoW11,
author = {Ricardo Henao and
Ole Winther},
title = {Sparse Linear Identifiable Multivariate Modeling},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {863--905},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021031},
doi = {10.5555/1953048.2021031},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HenaoW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1008-1398,
author = {Christian Walder and
Ricardo Henao and
Morten M{\o}rup and
Lars Kai Hansen},
title = {Semi-Supervised Kernel {PCA}},
journal = {CoRR},
volume = {abs/1008.1398},
year = {2010},
url = {http://arxiv.org/abs/1008.1398},
eprinttype = {arXiv},
eprint = {1008.1398},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1008-1398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HenaoW09,
author = {Ricardo Henao and
Ole Winther},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Bayesian Sparse Factor Models and DAGs Inference and Comparison},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {736--744},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/9b698eb3105bd82528f23d0c92dedfc0-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HenaoW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/AlvarezHCGO06,
author = {Mauricio A. {\'{A}}lvarez and
Ricardo Henao and
Germ{\'{a}}n Castellanos{-}Dom{\'{\i}}nguez and
Juan Ignacio Godino{-}Llorente and
{\'{A}}lvaro {\'{A}}ngel Orozco},
title = {Kernel Principal Component Analysis through Time for Voice Disorder
Classification},
booktitle = {28th International Conference of the {IEEE} Engineering in Medicine
and Biology Society, {EMBC} 2006, New York City, NY, USA, August 30
- September 3, 2006, Main Volume},
pages = {5511--5514},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IEMBS.2006.260357},
doi = {10.1109/IEMBS.2006.260357},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/AlvarezHCGO06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/AlvarezH06,
author = {Mauricio A. {\'{A}}lvarez and
Ricardo Henao},
editor = {Irwin King and
Jun Wang and
Laiwan Chan and
DeLiang L. Wang},
title = {Probabilistic Kernel Principal Component Analysis Through Time},
booktitle = {Neural Information Processing, 13th International Conference, {ICONIP}
2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4232},
pages = {747--754},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11893028\_83},
doi = {10.1007/11893028\_83},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/iconip/AlvarezH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/odyssey/RengifoAHCH04,
author = {Carlos Lino Rengifo and
Diego Andr{\'{e}}s Alvarez and
Ricardo Henao and
Germ{\'{a}}n Castellanos and
Jorge Eduardo Hurtado},
editor = {Javier Ortega{-}Garcia and
Joaqu{\'{\i}}n Gonz{\'{a}}lez{-}Rodr{\'{\i}}guez and
Fr{\'{e}}d{\'{e}}ric Bimbot and
Jean{-}Fran{\c{c}}ois Bonastre and
Joseph P. Campbell and
Ivan Magrin{-}Chagnolleau and
John S. D. Mason and
Renana Peres and
Douglas A. Reynolds},
title = {Active learning on the classification of voice pathologies},
booktitle = {{ODYSSEY} 2004 - The Speaker and Language Recognition Workshop, Toledo,
Spain, May 31 - June 3, 2004},
pages = {271--274},
publisher = {{ISCA}},
year = {2004},
url = {http://www.isca-speech.org/archive\_open/odyssey\_04/ody4\_271.html},
timestamp = {Wed, 10 Feb 2021 08:42:13 +0100},
biburl = {https://dblp.org/rec/conf/odyssey/RengifoAHCH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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