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ORCIDBibTeX records: Cynthia Rudin
@inproceedings{DBLP:conf/aaai/Seale-CarlisleJ24,
author = {Travis Seale{-}Carlisle and
Saksham Jain and
Courtney Lee and
Caroline Levenson and
Swathi Ramprasad and
Brandon Garrett and
Sudeepa Roy and
Cynthia Rudin and
Alexander Volfovsky},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Evaluating Pre-trial Programs Using Interpretable Machine Learning
Matching Algorithms for Causal Inference},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22331--22340},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30239},
doi = {10.1609/AAAI.V38I20.30239},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Seale-CarlisleJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-15330,
author = {Rui Zhang and
Rui Xin and
Margo I. Seltzer and
Cynthia Rudin},
title = {Optimal Sparse Survival Trees},
journal = {CoRR},
volume = {abs/2401.15330},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.15330},
doi = {10.48550/ARXIV.2401.15330},
eprinttype = {arXiv},
eprint = {2401.15330},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-15330.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-09702,
author = {Yiyang Sun and
Zhi Chen and
Vittorio Orlandi and
Tong Wang and
Cynthia Rudin},
title = {Sparse and Faithful Explanations Without Sparse Models},
journal = {CoRR},
volume = {abs/2402.09702},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.09702},
doi = {10.48550/ARXIV.2402.09702},
eprinttype = {arXiv},
eprint = {2402.09702},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-09702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-05652,
author = {Varun Babbar and
Zhicheng Guo and
Cynthia Rudin},
title = {What is different between these datasets?},
journal = {CoRR},
volume = {abs/2403.05652},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.05652},
doi = {10.48550/ARXIV.2403.05652},
eprinttype = {arXiv},
eprint = {2403.05652},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-05652.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aisthci/ZhouRGSZP23,
author = {Lina Zhou and
Cynthia Rudin and
Matthew C. Gombolay and
Jim Spohrer and
Michelle Zhou and
Souren Paul},
title = {From Artificial Intelligence {(AI)} to Intelligence Augmentation {(IA):}
Design Principles, Potential Risks, and Emerging Issues},
journal = {{AIS} Trans. Hum. Comput. Interact.},
volume = {15},
number = {1},
pages = {111--135},
year = {2023},
url = {https://doi.org/10.17705/1thci.00085},
doi = {10.17705/1THCI.00085},
timestamp = {Sun, 18 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aisthci/ZhouRGSZP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RudinS23,
author = {Cynthia Rudin and
Yaron Shaposhnik},
title = {Globally-Consistent Rule-Based Summary-Explanations for Machine Learning
Models: Application to Credit-Risk Evaluation},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {16:1--16:44},
year = {2023},
url = {http://jmlr.org/papers/v24/21-0488.html},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RudinS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangXSR23,
author = {Rui Zhang and
Rui Xin and
Margo I. Seltzer and
Cynthia Rudin},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Optimal Sparse Regression Trees},
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 = {11270--11279},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i9.26334},
doi = {10.1609/AAAI.V37I9.26334},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangXSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/AgnewQZWR23,
author = {Edwin Agnew and
Michelle Qiu and
Lily Zhu and
Sam Wiseman and
Cynthia Rudin},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {The Mechanical Bard: An Interpretable Machine Learning Approach to
Shakespearean Sonnet Generation},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 2: Short Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {1627--1638},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-short.140},
doi = {10.18653/V1/2023.ACL-SHORT.140},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/AgnewQZWR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/0009TCRC23,
author = {Zhi Chen and
Sarah Tan and
Urszula Chajewska and
Cynthia Rudin and
Rich Caruana},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Missing Values and Imputation in Healthcare Data: Can Interpretable
Machine Learning Help?},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {86--99},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/chen23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/0009TCRC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HahnZMRJ23,
author = {Stephen Hahn and
Rico Zhu and
Simon Mak and
Cynthia Rudin and
Yue Jiang},
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 = {An Interpretable, Flexible, and Interactive Probabilistic Framework
for Melody Generation},
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 = {4089--4099},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599772},
doi = {10.1145/3580305.3599772},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HahnZMRJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miipop/OuBMSCGLR23,
author = {Yanchen Jessie Ou and
Alina Jade Barnett and
Anika Mitra and
Fides Regina Schwartz and
Chaofan Chen and
Lars J. Grimm and
Joseph Y. Lo and
Cynthia Rudin},
editor = {Claudia R. Mello{-}Thoms and
Yan Chen},
title = {A user interface to communicate interpretable {AI} decisions to radiologists},
booktitle = {Medical Imaging 2023: Image Perception, Observer Performance, and
Technology Assessment, San Diego, CA, USA, February 21-23, 2023},
series = {{SPIE} Proceedings},
volume = {12467},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2654068},
doi = {10.1117/12.2654068},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miipop/OuBMSCGLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miipop/OuBMSCGLR23a,
author = {Yanchen Ou and
Alina Jade Barnett and
Anika Mitra and
Fides Regina Schwartz and
Chaofan Chen and
Lars J. Grimm and
Joseph Y. Lo and
Cynthia Rudin},
editor = {Claudia R. Mello{-}Thoms and
Yan Chen},
title = {A user interface to communicate interpretable {AI} decisions to radiologists
(Erratum)},
booktitle = {Medical Imaging 2023: Image Perception, Observer Performance, and
Technology Assessment, San Diego, CA, USA, February 21-23, 2023},
series = {{SPIE} Proceedings},
volume = {12467},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2692706},
doi = {10.1117/12.2692706},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miipop/OuBMSCGLR23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001RZR23,
author = {Jiachang Liu and
Sam Rosen and
Chudi Zhong and
Cynthia Rudin},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {OKRidge: Scalable Optimal k-Sparse Ridge Regression},
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/80f48ffa8022773973a4a5cec7cce19c-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001RZR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DonnellyKRB23,
author = {Jon Donnelly and
Srikar Katta and
Cynthia Rudin and
Edward P. Browne},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {The Rashomon Importance Distribution: Getting {RID} of Unstable, Single
Model-based Variable Importance},
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/1403ab1a427050538ec59c7f570aec8b-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DonnellyKRB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MaZCR23,
author = {Chiyu Ma and
Brandon Zhao and
Chaofan Chen and
Cynthia Rudin},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {This Looks Like Those: Illuminating Prototypical Concepts Using Multiple
Visualizations},
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/7b76eea0c3683e440c3d362620f578cd-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MaZCR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SemenovaCPR23,
author = {Lesia Semenova and
Harry Chen and
Ronald Parr and
Cynthia Rudin},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {A Path to Simpler Models Starts With Noise},
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/0a49935d2b3d3342ca08d6db0adcfa34-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SemenovaCPR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhong00SR23,
author = {Chudi Zhong and
Zhi Chen and
Jiachang Liu and
Margo I. Seltzer and
Cynthia Rudin},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Exploring and Interacting with the Set of Good Sparse Generalized
Additive Models},
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/b1719f44953c2e0754a016ab267fe4e7-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Zhong00SR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LannersPVRP23,
author = {Quinn Lanners and
Harsh Parikh and
Alexander Volfovsky and
Cynthia Rudin and
David Page},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Variable importance matching for causal inference},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1174--1184},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/lanners23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/LannersPVRP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-11715,
author = {Quinn Lanners and
Harsh Parikh and
Alexander Volfovsky and
Cynthia Rudin and
David Page},
title = {From Feature Importance to Distance Metric: An Almost Exact Matching
Approach for Causal Inference},
journal = {CoRR},
volume = {abs/2302.11715},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.11715},
doi = {10.48550/ARXIV.2302.11715},
eprinttype = {arXiv},
eprint = {2302.11715},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-11715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-16047,
author = {Zhi Chen and
Chudi Zhong and
Margo I. Seltzer and
Cynthia Rudin},
title = {Understanding and Exploring the Whole Set of Good Sparse Generalized
Additive Models},
journal = {CoRR},
volume = {abs/2303.16047},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.16047},
doi = {10.48550/ARXIV.2303.16047},
eprinttype = {arXiv},
eprint = {2303.16047},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-16047.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-06686,
author = {Jiachang Liu and
Sam Rosen and
Chudi Zhong and
Cynthia Rudin},
title = {OKRidge: Scalable Optimal k-Sparse Ridge Regression for Learning Dynamical
Systems},
journal = {CoRR},
volume = {abs/2304.06686},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.06686},
doi = {10.48550/ARXIV.2304.06686},
eprinttype = {arXiv},
eprint = {2304.06686},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-06686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-11749,
author = {Zhi Chen and
Sarah Tan and
Urszula Chajewska and
Cynthia Rudin and
Rich Caruana},
title = {Missing Values and Imputation in Healthcare Data: Can Interpretable
Machine Learning Help?},
journal = {CoRR},
volume = {abs/2304.11749},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.11749},
doi = {10.48550/ARXIV.2304.11749},
eprinttype = {arXiv},
eprint = {2304.11749},
timestamp = {Tue, 02 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-11749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-01449,
author = {Marco Morucci and
Vittorio Orlandi and
Harsh Parikh and
Sudeepa Roy and
Cynthia Rudin and
Alexander Volfovsky},
title = {A Double Machine Learning Approach to Combining Experimental and Observational
Data},
journal = {CoRR},
volume = {abs/2307.01449},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.01449},
doi = {10.48550/ARXIV.2307.01449},
eprinttype = {arXiv},
eprint = {2307.01449},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-01449.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05339,
author = {Pranay Jain and
Cheng Ding and
Cynthia Rudin and
Xiao Hu},
title = {A Self-Supervised Algorithm for Denoising Photoplethysmography Signals
for Heart Rate Estimation from Wearables},
journal = {CoRR},
volume = {abs/2307.05339},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05339},
doi = {10.48550/ARXIV.2307.05339},
eprinttype = {arXiv},
eprint = {2307.05339},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05339.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05385,
author = {Sully F. Chen and
Zhicheng Guo and
Cheng Ding and
Xiao Hu and
Cynthia Rudin},
title = {Learned Kernels for Interpretable and Efficient {PPG} Signal Quality
Assessment and Artifact Segmentation},
journal = {CoRR},
volume = {abs/2307.05385},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05385},
doi = {10.48550/ARXIV.2307.05385},
eprinttype = {arXiv},
eprint = {2307.05385},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13775,
author = {Jon Donnelly and
Srikar Katta and
Cynthia Rudin and
Edward P. Browne},
title = {The Rashomon Importance Distribution: Getting {RID} of Unstable, Single
Model-based Variable Importance},
journal = {CoRR},
volume = {abs/2309.13775},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13775},
doi = {10.48550/ARXIV.2309.13775},
eprinttype = {arXiv},
eprint = {2309.13775},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13775.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09203,
author = {Zhicheng Guo and
Cheng Ding and
Duc H. Do and
Amit Shah and
Randall J. Lee and
Xiao Hu and
Cynthia Rudin},
title = {SiamAF: Learning Shared Information from {ECG} and {PPG} Signals for
Robust Atrial Fibrillation Detection},
journal = {CoRR},
volume = {abs/2310.09203},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09203},
doi = {10.48550/ARXIV.2310.09203},
eprinttype = {arXiv},
eprint = {2310.09203},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09203.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12869,
author = {Han Zhang and
Rayehe Karimi Mahabadi and
Cynthia Rudin and
Johann Guilleminot and
L. Catherine Brinson},
title = {Uncertainty Quantification of Bandgaps in Acoustic Metamaterials with
Stochastic Geometric Defects and Material Properties},
journal = {CoRR},
volume = {abs/2310.12869},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.12869},
doi = {10.48550/ARXIV.2310.12869},
eprinttype = {arXiv},
eprint = {2310.12869},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-12869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15333,
author = {Harsh Parikh and
Quinn Lanners and
Zade Akras and
Sahar F. Zafar and
M. Brandon Westover and
Cynthia Rudin and
Alexander Volfovsky},
title = {Estimating Trustworthy and Safe Optimal Treatment Regimes},
journal = {CoRR},
volume = {abs/2310.15333},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.15333},
doi = {10.48550/ARXIV.2310.15333},
eprinttype = {arXiv},
eprint = {2310.15333},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-15333.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18589,
author = {Chiyu Ma and
Brandon Zhao and
Chaofan Chen and
Cynthia Rudin},
title = {This Looks Like Those: Illuminating Prototypical Concepts Using Multiple
Visualizations},
journal = {CoRR},
volume = {abs/2310.18589},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18589},
doi = {10.48550/ARXIV.2310.18589},
eprinttype = {arXiv},
eprint = {2310.18589},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19726,
author = {Lesia Semenova and
Harry Chen and
Ronald Parr and
Cynthia Rudin},
title = {A Path to Simpler Models Starts With Noise},
journal = {CoRR},
volume = {abs/2310.19726},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.19726},
doi = {10.48550/ARXIV.2310.19726},
eprinttype = {arXiv},
eprint = {2310.19726},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-19726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-13015,
author = {Chloe Qinyu Zhu and
Muhang Tian and
Lesia Semenova and
Jiachang Liu and
Jack Xu and
Joseph Scarpa and
Cynthia Rudin},
title = {Fast and Interpretable Mortality Risk Scores for Critical Care Patients},
journal = {CoRR},
volume = {abs/2311.13015},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.13015},
doi = {10.48550/ARXIV.2311.13015},
eprinttype = {arXiv},
eprint = {2311.13015},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-13015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-02300,
author = {Cheng Ding and
Zhicheng Guo and
Cynthia Rudin and
Ran Xiao and
Fadi B. Nahab and
Xiao Hu},
title = {Reconsideration on evaluation of machine learning models in continuous
monitoring using wearables},
journal = {CoRR},
volume = {abs/2312.02300},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.02300},
doi = {10.48550/ARXIV.2312.02300},
eprinttype = {arXiv},
eprint = {2312.02300},
timestamp = {Wed, 13 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-02300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10056,
author = {Dennis Tang and
Frank Willard and
Ronan Tegerdine and
Luke Triplett and
Jon Donnelly and
Luke Moffett and
Lesia Semenova and
Alina Jade Barnett and
Jin Jing and
Cynthia Rudin and
M. Brandon Westover},
title = {ProtoEEGNet: An Interpretable Approach for Detecting Interictal Epileptiform
Discharges},
journal = {CoRR},
volume = {abs/2312.10056},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.10056},
doi = {10.48550/ARXIV.2312.10056},
eprinttype = {arXiv},
eprint = {2312.10056},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-10056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10569,
author = {Srikar Katta and
Harsh Parikh and
Cynthia Rudin and
Alexander Volfovsky},
title = {Interpretable Causal Inference for Analyzing Wearable, Sensor, and
Distributional Data},
journal = {CoRR},
volume = {abs/2312.10569},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.10569},
doi = {10.48550/ARXIV.2312.10569},
eprinttype = {arXiv},
eprint = {2312.10569},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-10569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/ChenLRSWW22,
author = {Chaofan Chen and
Kangcheng Lin and
Cynthia Rudin and
Yaron Shaposhnik and
Sijia Wang and
Tong Wang},
title = {A holistic approach to interpretability in financial lending: Models,
visualizations, and summary-explanations},
journal = {Decis. Support Syst.},
volume = {152},
pages = {113647},
year = {2022},
url = {https://doi.org/10.1016/j.dss.2021.113647},
doi = {10.1016/J.DSS.2021.113647},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/ChenLRSWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informs/WangR22,
author = {Tong Wang and
Cynthia Rudin},
title = {Causal Rule Sets for Identifying Subgroups with Enhanced Treatment
Effects},
journal = {{INFORMS} J. Comput.},
volume = {34},
number = {3},
pages = {1626--1643},
year = {2022},
url = {https://doi.org/10.1287/ijoc.2021.1143},
doi = {10.1287/IJOC.2021.1143},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/informs/WangR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiRM22,
author = {Chunxiao Li and
Cynthia Rudin and
Tyler H. McCormick},
title = {Rethinking Nonlinear Instrumental Variable Models through Prediction
Validity},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {96:1--96:55},
year = {2022},
url = {http://jmlr.org/papers/v23/21-0082.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiRM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ParikhRV22,
author = {Harsh Parikh and
Cynthia Rudin and
Alexander Volfovsky},
title = {{MALTS:} Matching After Learning to Stretch},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {240:1--240:42},
year = {2022},
url = {http://jmlr.org/papers/v23/21-0053.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ParikhRV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/McTavishZAKCRS22,
author = {Hayden McTavish and
Chudi Zhong and
Reto Achermann and
Ilias Karimalis and
Jacques Chen and
Cynthia Rudin and
Margo I. Seltzer},
title = {Fast Sparse Decision Tree Optimization via Reference Ensembles},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {9604--9613},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i9.21194},
doi = {10.1609/AAAI.V36I9.21194},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/McTavishZAKCRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0001ZSR22,
author = {Jiachang Liu and
Chudi Zhong and
Margo I. Seltzer and
Cynthia Rudin},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Fast Sparse Classification for Generalized Linear and Additive Models},
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 = {9304--9333},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/liu22f.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0001ZSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BehrouzLRS22,
author = {Ali Behrouz and
Mathias L{\'{e}}cuyer and
Cynthia Rudin and
Mango I. Seltzer},
editor = {Georgios Drakopoulos and
Eleanna Kafeza},
title = {Fast optimization of weighted sparse decision trees for use in optimal
treatment regimes and optimal policy design},
booktitle = {Proceedings of the {CIKM} 2022 Workshops co-located with 31st {ACM}
International Conference on Information and Knowledge Management {(CIKM}
2022), Atlanta, USA, October 17-21, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3318},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3318/short26.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:32 +0100},
biburl = {https://dblp.org/rec/conf/cikm/BehrouzLRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/SemenovaRP22,
author = {Lesia Semenova and
Cynthia Rudin and
Ronald Parr},
title = {On the Existence of Simpler Machine Learning Models},
booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and
Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
pages = {1827--1858},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531146.3533232},
doi = {10.1145/3531146.3533232},
timestamp = {Wed, 22 Jun 2022 10:08:56 +0200},
biburl = {https://dblp.org/rec/conf/fat/SemenovaRP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miipop/BarnettSGFSCLR22,
author = {Alina Jade Barnett and
Vaibhav Sharma and
Neel Gajjar and
Jerry Fang and
Fides Regina Schwartz and
Chaofan Chen and
Joseph Y. Lo and
Cynthia Rudin},
editor = {Claudia R. Mello{-}Thoms and
Sian Taylor{-}Phillips},
title = {Interpretable deep learning models for better clinician-AI communication
in clinical mammography},
booktitle = {Medical Imaging 2022: Image Perception, Observer Performance, and
Technology Assessment, San Diego, CA, USA, February 20-24, 2022 /
Online, March 21-27, 2022},
series = {{SPIE} Proceedings},
volume = {12035},
publisher = {{SPIE}},
year = {2022},
url = {https://doi.org/10.1117/12.2612372},
doi = {10.1117/12.2612372},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miipop/BarnettSGFSCLR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001ZLSR22,
author = {Jiachang Liu and
Chudi Zhong and
Boxuan Li and
Margo I. Seltzer and
Cynthia Rudin},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {FasterRisk: Fast and Accurate Interpretable Risk Scores},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7103444259031cc58051f8c9a4868533-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001ZLSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XinZ0TSR22,
author = {Rui Xin and
Chudi Zhong and
Zhi Chen and
Takuya Takagi and
Margo I. Seltzer and
Cynthia Rudin},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Exploring the Whole Rashomon Set of Sparse Decision Trees},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/5afaa8b4dd18eb1eed055d2d821b58ae-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XinZ0TSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LoboSPRL22,
author = {Elita A. Lobo and
Harvineet Singh and
Marek Petrik and
Cynthia Rudin and
Himabindu Lakkaraju},
editor = {James Cussens and
Kun Zhang},
title = {Data poisoning attacks on off-policy policy evaluation methods},
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 = {1264--1274},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/lobo22a.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/LoboSPRL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visualization/WangZXT0CRS22,
author = {Zijie J. Wang and
Chudi Zhong and
Rui Xin and
Takuya Takagi and
Zhi Chen and
Duen Horng Chau and
Cynthia Rudin and
Margo I. Seltzer},
title = {TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive
Visualization},
booktitle = {2022 {IEEE} Visualization and Visual Analytics (VIS), Oklahoma City,
OK, USA, October 16-21, 2022},
pages = {60--64},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/VIS54862.2022.00021},
doi = {10.1109/VIS54862.2022.00021},
timestamp = {Tue, 02 Jan 2024 14:23:43 +0100},
biburl = {https://dblp.org/rec/conf/visualization/WangZXT0CRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-11389,
author = {Jiachang Liu and
Chudi Zhong and
Margo I. Seltzer and
Cynthia Rudin},
title = {Fast Sparse Classification for Generalized Linear and Additive Models},
journal = {CoRR},
volume = {abs/2202.11389},
year = {2022},
url = {https://arxiv.org/abs/2202.11389},
eprinttype = {arXiv},
eprint = {2202.11389},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-11389.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-04920,
author = {Harsh Parikh and
Kentaro Hoffman and
Haoqi Sun and
Wendong Ge and
Jin Jing and
Rajesh Amerineni and
Lin Liu and
Jimeng Sun and
Sahar Zafar and
Aaron Struck and
Alexander Volfovsky and
Cynthia Rudin and
M. Brandon Westover},
title = {Why Interpretable Causal Inference is Important for High-Stakes Decision
Making for Critically Ill Patients and How To Do It},
journal = {CoRR},
volume = {abs/2203.04920},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.04920},
doi = {10.48550/ARXIV.2203.04920},
eprinttype = {arXiv},
eprint = {2203.04920},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-04920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10926,
author = {Haiyang Huang and
Zhi Chen and
Cynthia Rudin},
title = {SegDiscover: Visual Concept Discovery via Unsupervised Semantic Segmentation},
journal = {CoRR},
volume = {abs/2204.10926},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10926},
doi = {10.48550/ARXIV.2204.10926},
eprinttype = {arXiv},
eprint = {2204.10926},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04266,
author = {Yishay Mansour and
Michal Moshkovitz and
Cynthia Rudin},
title = {There is no Accuracy-Interpretability Tradeoff in Reinforcement Learning
for Mazes},
journal = {CoRR},
volume = {abs/2206.04266},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04266},
doi = {10.48550/ARXIV.2206.04266},
eprinttype = {arXiv},
eprint = {2206.04266},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04266.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08040,
author = {Rui Xin and
Chudi Zhong and
Zhi Chen and
Takuya Takagi and
Margo I. Seltzer and
Cynthia Rudin},
title = {Exploring the Whole Rashomon Set of Sparse Decision Trees},
journal = {CoRR},
volume = {abs/2209.08040},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08040},
doi = {10.48550/ARXIV.2209.08040},
eprinttype = {arXiv},
eprint = {2209.08040},
timestamp = {Mon, 14 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09227,
author = {Zijie J. Wang and
Chudi Zhong and
Rui Xin and
Takuya Takagi and
Zhi Chen and
Duen Horng Chau and
Cynthia Rudin and
Margo I. Seltzer},
title = {TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive
Visualization},
journal = {CoRR},
volume = {abs/2209.09227},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.09227},
doi = {10.48550/ARXIV.2209.09227},
eprinttype = {arXiv},
eprint = {2209.09227},
timestamp = {Mon, 14 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-09227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05846,
author = {Jiachang Liu and
Chudi Zhong and
Boxuan Li and
Margo I. Seltzer and
Cynthia Rudin},
title = {FasterRisk: Fast and Accurate Interpretable Risk Scores},
journal = {CoRR},
volume = {abs/2210.05846},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.05846},
doi = {10.48550/ARXIV.2210.05846},
eprinttype = {arXiv},
eprint = {2210.05846},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-05846.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06825,
author = {Ali Behrouz and
Mathias L{\'{e}}cuyer and
Cynthia Rudin and
Margo I. Seltzer},
title = {Fast Optimization of Weighted Sparse Decision Trees for use in Optimal
Treatment Regimes and Optimal Policy Design},
journal = {CoRR},
volume = {abs/2210.06825},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06825},
doi = {10.48550/ARXIV.2210.06825},
eprinttype = {arXiv},
eprint = {2210.06825},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05207,
author = {Alina Jade Barnett and
Zhicheng Guo and
Jin Jing and
Wendong Ge and
Cynthia Rudin and
M. Brandon Westover},
title = {Mapping the Ictal-Interictal-Injury Continuum Using Interpretable
Machine Learning},
journal = {CoRR},
volume = {abs/2211.05207},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05207},
doi = {10.48550/ARXIV.2211.05207},
eprinttype = {arXiv},
eprint = {2211.05207},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14980,
author = {Rui Zhang and
Rui Xin and
Margo I. Seltzer and
Cynthia Rudin},
title = {Optimal Sparse Regression Trees},
journal = {CoRR},
volume = {abs/2211.14980},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14980},
doi = {10.48550/ARXIV.2211.14980},
eprinttype = {arXiv},
eprint = {2211.14980},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/KoyyalaguntaSDR21,
author = {Divya Koyyalagunta and
Anna Y. Sun and
Rachel Lea Draelos and
Cynthia Rudin},
title = {Playing Codenames with Language Graphs and Word Embeddings},
journal = {J. Artif. Intell. Res.},
volume = {71},
pages = {319--346},
year = {2021},
url = {https://doi.org/10.1613/jair.1.12665},
doi = {10.1613/JAIR.1.12665},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/KoyyalaguntaSDR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TracaRY21,
author = {Stefano Trac{\`{a}} and
Cynthia Rudin and
Weiyu Yan},
title = {Regulating Greed Over Time in Multi-Armed Bandits},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {3:1--3:99},
year = {2021},
url = {http://jmlr.org/papers/v22/17-720.html},
timestamp = {Wed, 10 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/TracaRY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangMALRRV21,
author = {Tianyu Wang and
Marco Morucci and
M. Usaid Awan and
Yameng Liu and
Sudeepa Roy and
Cynthia Rudin and
Alexander Volfovsky},
title = {{FLAME:} {A} Fast Large-scale Almost Matching Exactly Approach to
Causal Inference},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {31:1--31:41},
year = {2021},
url = {http://jmlr.org/papers/v22/19-853.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangMALRRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangHRS21,
author = {Yingfan Wang and
Haiyang Huang and
Cynthia Rudin and
Yaron Shaposhnik},
title = {Understanding How Dimension Reduction Tools Work: An Empirical Approach
to Deciphering t-SNE, UMAP, TriMap, and PaCMAP for Data Visualization},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {201:1--201:73},
year = {2021},
url = {http://jmlr.org/papers/v22/20-1061.html},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/WangHRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mansci/CokerRK21,
author = {Beau Coker and
Cynthia Rudin and
Gary King},
title = {A Theory of Statistical Inference for Ensuring the Robustness of Scientific
Results},
journal = {Manag. Sci.},
volume = {67},
number = {10},
pages = {6174--6197},
year = {2021},
url = {https://doi.org/10.1287/mnsc.2020.3818},
doi = {10.1287/MNSC.2020.3818},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mansci/CokerRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BarnettSTCRLR21,
author = {Alina Jade Barnett and
Fides Regina Schwartz and
Chaofan Tao and
Chaofan Chen and
Yinhao Ren and
Joseph Y. Lo and
Cynthia Rudin},
title = {A case-based interpretable deep learning model for classification
of mass lesions in digital mammography},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {12},
pages = {1061--1070},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00423-x},
doi = {10.1038/S42256-021-00423-X},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BarnettSTCRLR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/WangRZSZ21,
author = {Jianyou Wang and
Cynthia Rudin and
Yuren Zhou and
Christopher Suh and
Xiaoxuan Zhang},
title = {There Once Was a Really Bad Poet, It Was Automated but You Didn't
Know It},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {9},
pages = {605--620},
year = {2021},
url = {https://doi.org/10.1162/tacl\_a\_00387},
doi = {10.1162/TACL\_A\_00387},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/WangRZSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/AfnanRCSMLA21,
author = {Michael Anis Mihdi Afnan and
Cynthia Rudin and
Vincent Conitzer and
Julian Savulescu and
Abhishek Mishra and
Yanhe Liu and
Masoud Afnan},
editor = {Marion Fourcade and
Benjamin Kuipers and
Seth Lazar and
Deirdre K. Mulligan},
title = {Ethical Implementation of Artificial Intelligence to Select Embryos
in In Vitro Fertilization},
booktitle = {{AIES} '21: {AAAI/ACM} Conference on AI, Ethics, and Society, Virtual
Event, USA, May 19-21, 2021},
pages = {316--326},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3461702.3462589},
doi = {10.1145/3461702.3462589},
timestamp = {Mon, 02 Aug 2021 11:56:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/AfnanRCSMLA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/OgrenCBBRD21,
author = {Alexander C. Ogren and
Zhi Chen and
L. Catherine Brinson and
Mary Bastawrous and
Cynthia Rudin and
Chiara Daraio},
title = {2D elastodynamic metamaterials},
publisher = {{UCI} Machine Learning Repository},
year = {2021},
month = nov,
howpublished = {\url{https://doi.org/10.24432/C5ZS5D}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.24432/C5ZS5D},
doi = {10.24432/C5ZS5D},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/OgrenCBBRD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-01867,
author = {Neha R. Gupta and
Vittorio Orlandi and
Chia{-}Rui Chang and
Tianyu Wang and
Marco Morucci and
Pritam Dey and
Thomas J. Howell and
Xian Sun and
Angikar Ghosal and
Sudeepa Roy and
Cynthia Rudin and
Alexander Volfovsky},
title = {dame-flame: {A} Python Library Providing Fast Interpretable Matching
for Causal Inference},
journal = {CoRR},
volume = {abs/2101.01867},
year = {2021},
url = {https://arxiv.org/abs/2101.01867},
eprinttype = {arXiv},
eprint = {2101.01867},
timestamp = {Fri, 02 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-01867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03775,
author = {Jianyou Wang and
Xiaoxuan Zhang and
Yuren Zhou and
Christopher Suh and
Cynthia Rudin},
title = {There Once Was a Really Bad Poet, It Was Automated but You Didn't
Know It},
journal = {CoRR},
volume = {abs/2103.03775},
year = {2021},
url = {https://arxiv.org/abs/2103.03775},
eprinttype = {arXiv},
eprint = {2103.03775},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-03775.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-11251,
author = {Cynthia Rudin and
Chaofan Chen and
Zhi Chen and
Haiyang Huang and
Lesia Semenova and
Chudi Zhong},
title = {Interpretable Machine Learning: Fundamental Principles and 10 Grand
Challenges},
journal = {CoRR},
volume = {abs/2103.11251},
year = {2021},
url = {https://arxiv.org/abs/2103.11251},
eprinttype = {arXiv},
eprint = {2103.11251},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-11251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-12308,
author = {Alina Jade Barnett and
Fides Regina Schwartz and
Chaofan Tao and
Chaofan Chen and
Yinhao Ren and
Joseph Y. Lo and
Cynthia Rudin},
title = {{IAIA-BL:} {A} Case-based Interpretable Deep Learning Model for Classification
of Mass Lesions in Digital Mammography},
journal = {CoRR},
volume = {abs/2103.12308},
year = {2021},
url = {https://arxiv.org/abs/2103.12308},
eprinttype = {arXiv},
eprint = {2103.12308},
timestamp = {Tue, 06 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-12308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00060,
author = {Michael Anis Mihdi Afnan and
Cynthia Rudin and
Vincent Conitzer and
Julian Savulescu and
Abhishek Mishra and
Yanhe Liu and
Masoud Afnan},
title = {Ethical Implementation of Artificial Intelligence to Select Embryos
in In Vitro Fertilization},
journal = {CoRR},
volume = {abs/2105.00060},
year = {2021},
url = {https://arxiv.org/abs/2105.00060},
eprinttype = {arXiv},
eprint = {2105.00060},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00060.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-05885,
author = {Divya Koyyalagunta and
Anna Y. Sun and
Rachel Lea Draelos and
Cynthia Rudin},
title = {Playing Codenames with Language Graphs and Word Embeddings},
journal = {CoRR},
volume = {abs/2105.05885},
year = {2021},
url = {https://arxiv.org/abs/2105.05885},
eprinttype = {arXiv},
eprint = {2105.05885},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-05885.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02605,
author = {Chaofan Chen and
Kangcheng Lin and
Cynthia Rudin and
Yaron Shaposhnik and
Sijia Wang and
Tong Wang},
title = {A Holistic Approach to Interpretability in Financial Lending: Models,
Visualizations, and Summary-Explanations},
journal = {CoRR},
volume = {abs/2106.02605},
year = {2021},
url = {https://arxiv.org/abs/2106.02605},
eprinttype = {arXiv},
eprint = {2106.02605},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02605.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13275,
author = {Alex Oesterling and
Angikar Ghosal and
Haoyang Yu and
Rui Xin and
Yasa Baig and
Lesia Semenova and
Cynthia Rudin},
title = {Multitask Learning for Citation Purpose Classification},
journal = {CoRR},
volume = {abs/2106.13275},
year = {2021},
url = {https://arxiv.org/abs/2106.13275},
eprinttype = {arXiv},
eprint = {2106.13275},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13275.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05605,
author = {Alina Jade Barnett and
Fides Regina Schwartz and
Chaofan Tao and
Chaofan Chen and
Yinhao Ren and
Joseph Y. Lo and
Cynthia Rudin},
title = {Interpretable Mammographic Image Classification using Cased-Based
Reasoning and Deep Learning},
journal = {CoRR},
volume = {abs/2107.05605},
year = {2021},
url = {https://arxiv.org/abs/2107.05605},
eprinttype = {arXiv},
eprint = {2107.05605},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05605.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-07623,
author = {Yunyao Zhu and
Stephen Hahn and
Simon Mak and
Yue Jiang and
Cynthia Rudin},
title = {BacHMMachine: An Interpretable and Scalable Model for Algorithmic
Harmonization for Four-part Baroque Chorales},
journal = {CoRR},
volume = {abs/2109.07623},
year = {2021},
url = {https://arxiv.org/abs/2109.07623},
eprinttype = {arXiv},
eprint = {2109.07623},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-07623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-05949,
author = {Zhi Chen and
Alexander C. Ogren and
Chiara Daraio and
L. Catherine Brinson and
Cynthia Rudin},
title = {How to See Hidden Patterns in Metamaterials with Interpretable Machine
Learning},
journal = {CoRR},
volume = {abs/2111.05949},
year = {2021},
url = {https://arxiv.org/abs/2111.05949},
eprinttype = {arXiv},
eprint = {2111.05949},
timestamp = {Mon, 14 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-05949.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-00798,
author = {Hayden McTavish and
Chudi Zhong and
Reto Achermann and
Ilias Karimalis and
Jacques Chen and
Cynthia Rudin and
Margo I. Seltzer},
title = {Fast Sparse Decision Tree Optimization via Reference Ensembles},
journal = {CoRR},
volume = {abs/2112.00798},
year = {2021},
url = {https://arxiv.org/abs/2112.00798},
eprinttype = {arXiv},
eprint = {2112.00798},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-00798.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RichRJFWSDOBLPT20,
author = {Alexander S. Rich and
Cynthia Rudin and
David M. P. Jacoby and
Robin Freeman and
Oliver R. Wearn and
Henry Shevlin and
Kanta Dihal and
Se{\'{a}}n S. {\'{O}}h{\'{E}}igeartaigh and
James Butcher and
Marco Lippi and
Przemyslaw Palka and
Paolo Torroni and
Shannon Wongvibulsin and
Edmon Begoli and
Gisbert Schneider and
Stephen Cave and
Mona Sloane and
Emanuel Moss and
Iyad Rahwan and
Ken Goldberg and
David Howard and
Luciano Floridi and
Jack Stilgoe},
title = {{AI} reflections in 2019},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {1},
pages = {2--9},
year = {2020},
url = {https://doi.org/10.1038/s42256-019-0141-1},
doi = {10.1038/S42256-019-0141-1},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/RichRJFWSDOBLPT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChenBR20,
author = {Zhi Chen and
Yijie Bei and
Cynthia Rudin},
title = {Concept whitening for interpretable image recognition},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {12},
pages = {772--782},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00265-z},
doi = {10.1038/S42256-020-00265-Z},
timestamp = {Mon, 14 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ChenBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/DongR20,
author = {Jiayun Dong and
Cynthia Rudin},
title = {Exploring the cloud of variable importance for the set of all good
models},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {12},
pages = {810--824},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00264-0},
doi = {10.1038/S42256-020-00264-0},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/DongR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-figlang/LiuORDR20,
author = {Jerry Liu and
Nathan O'Hara and
Alexander Rubin and
Rachel Lea Draelos and
Cynthia Rudin},
editor = {Beata Beigman Klebanov and
Ekaterina Shutova and
Patricia Lichtenstein and
Smaranda Muresan and
Chee Wee Leong and
Anna Feldman and
Debanjan Ghosh},
title = {Metaphor Detection Using Contextual Word Embeddings From Transformers},
booktitle = {Proceedings of the Second Workshop on Figurative Language Processing,
Fig-Lang@ACL 2020, Online, July 9, 2020},
pages = {250--255},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.figlang-1.34},
doi = {10.18653/V1/2020.FIGLANG-1.34},
timestamp = {Tue, 07 Nov 2023 08:36:40 +0100},
biburl = {https://dblp.org/rec/conf/acl-figlang/LiuORDR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-figlang/GregoryLMTDR20,
author = {Hunter Gregory and
Steven Li and
Pouya Mohammadi and
Natalie Tarn and
Rachel Lea Draelos and
Cynthia Rudin},
editor = {Beata Beigman Klebanov and
Ekaterina Shutova and
Patricia Lichtenstein and
Smaranda Muresan and
Chee Wee Leong and
Anna Feldman and
Debanjan Ghosh},
title = {A Transformer Approach to Contextual Sarcasm Detection in Twitter},
booktitle = {Proceedings of the Second Workshop on Figurative Language Processing,
Fig-Lang@ACL 2020, Online, July 9, 2020},
pages = {270--275},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.figlang-1.37},
doi = {10.18653/V1/2020.FIGLANG-1.37},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl-figlang/GregoryLMTDR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AwanMORRV20,
author = {M. Usaid Awan and
Marco Morucci and
Vittorio Orlandi and
Sudeepa Roy and
Cynthia Rudin and
Alexander Volfovsky},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Almost-Matching-Exactly for Treatment Effect Estimation under Network
Interference},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {3252--3262},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/awan20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AwanMORRV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/MenonDHRR20,
author = {Sachit Menon and
Alexandru Damian and
Shijia Hu and
Nikhil Ravi and
Cynthia Rudin},
title = {{PULSE:} Self-Supervised Photo Upsampling via Latent Space Exploration
of Generative Models},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {2434--2442},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Menon\_PULSE\_Self-Supervised\_Photo\_Upsampling\_via\_Latent\_Space\_Exploration\_of\_Generative\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00251},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/MenonDHRR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fods/WangYGR20,
author = {Tianyu Wang and
Weicheng Ye and
Dawei Geng and
Cynthia Rudin},
editor = {Jeannette M. Wing and
David Madigan},
title = {Towards Practical Lipschitz Bandits},
booktitle = {{FODS} '20: {ACM-IMS} Foundations of Data Science Conference, Virtual
Event, USA, October 19-20, 2020},
pages = {129--138},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3412815.3416885},
doi = {10.1145/3412815.3416885},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fods/WangYGR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinZHRS20,
author = {Jimmy Lin and
Chudi Zhong and
Diane Hu and
Cynthia Rudin and
Margo I. Seltzer},
title = {Generalized and Scalable Optimal Sparse Decision Trees},
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 = {6150--6160},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/lin20g.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LinZHRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangR20,
author = {Tianyu Wang and
Cynthia Rudin},
title = {Bandits for {BMO} Functions},
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 = {9996--10006},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wang20q.html},
timestamp = {Fri, 02 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MorucciORRV20,
author = {Marco Morucci and
Vittorio Orlandi and
Sudeepa Roy and
Cynthia Rudin and
Alexander Volfovsky},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {Adaptive Hyper-box Matching for Interpretable Individualized Treatment
Effect Estimation},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {1089--1098},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/morucci20a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MorucciORRV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01650,
author = {Zhi Chen and
Yijie Bei and
Cynthia Rudin},
title = {Concept Whitening for Interpretable Image Recognition},
journal = {CoRR},
volume = {abs/2002.01650},
year = {2020},
url = {https://arxiv.org/abs/2002.01650},
eprinttype = {arXiv},
eprint = {2002.01650},
timestamp = {Mon, 14 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01650.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00964,
author = {M. Usaid Awan and
Marco Morucci and
Vittorio Orlandi and
Sudeepa Roy and
Cynthia Rudin and
Alexander Volfovsky},
title = {Almost-Matching-Exactly for Treatment Effect Estimation under Network
Interference},
journal = {CoRR},
volume = {abs/2003.00964},
year = {2020},
url = {https://arxiv.org/abs/2003.00964},
eprinttype = {arXiv},
eprint = {2003.00964},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00964.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01805,
author = {Marco Morucci and
Vittorio Orlandi and
Sudeepa Roy and
Cynthia Rudin and
Alexander Volfovsky},
title = {Adaptive Hyper-box Matching for Interpretable Individualized Treatment
Effect Estimation},
journal = {CoRR},
volume = {abs/2003.01805},
year = {2020},
url = {https://arxiv.org/abs/2003.01805},
eprinttype = {arXiv},
eprint = {2003.01805},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-03808,
author = {Sachit Menon and
Alexandru Damian and
Shijia Hu and
Nikhil Ravi and
Cynthia Rudin},
title = {{PULSE:} Self-Supervised Photo Upsampling via Latent Space Exploration
of Generative Models},
journal = {CoRR},
volume = {abs/2003.03808},
year = {2020},
url = {https://arxiv.org/abs/2003.03808},
eprinttype = {arXiv},
eprint = {2003.03808},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-03808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04176,
author = {Caroline Wang and
Bin Han and
Bhrij Patel and
Feroze Mohideen and
Cynthia Rudin},
title = {In Pursuit of Interpretable, Fair and Accurate Machine Learning for
Criminal Recidivism Prediction},
journal = {CoRR},
volume = {abs/2005.04176},
year = {2020},
url = {https://arxiv.org/abs/2005.04176},
eprinttype = {arXiv},
eprint = {2005.04176},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-04176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08690,
author = {Jimmy Lin and
Chudi Zhong and
Diane Hu and
Cynthia Rudin and
Margo I. Seltzer},
title = {Generalized Optimal Sparse Decision Trees},
journal = {CoRR},
volume = {abs/2006.08690},
year = {2020},
url = {https://arxiv.org/abs/2006.08690},
eprinttype = {arXiv},
eprint = {2006.08690},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08690.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08703,
author = {Tianyu Wang and
Cynthia Rudin},
title = {Bandits for {BMO} Functions},
journal = {CoRR},
volume = {abs/2007.08703},
year = {2020},
url = {https://arxiv.org/abs/2007.08703},
eprinttype = {arXiv},
eprint = {2007.08703},
timestamp = {Fri, 02 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-08703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-11020,
author = {Qinwen Huang and
Ye Zhou and
Xiaochen Du and
Reed Chen and
Jianyou Wang and
Cynthia Rudin and
Alberto Bartesaghi},
title = {Cryo-ZSSR: multiple-image super-resolution based on deep internal
learning},
journal = {CoRR},
volume = {abs/2011.11020},
year = {2020},
url = {https://arxiv.org/abs/2011.11020},
eprinttype = {arXiv},
eprint = {2011.11020},
timestamp = {Thu, 26 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-11020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-04456,
author = {Yingfan Wang and
Haiyang Huang and
Cynthia Rudin and
Yaron Shaposhnik},
title = {Understanding How Dimension Reduction Tools Work: An Empirical Approach
to Deciphering t-SNE, UMAP, TriMAP, and PaCMAP for Data Visualization},
journal = {CoRR},
volume = {abs/2012.04456},
year = {2020},
url = {https://arxiv.org/abs/2012.04456},
eprinttype = {arXiv},
eprint = {2012.04456},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-04456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ior/BanR19,
author = {Gah{-}Yi Ban and
Cynthia Rudin},
title = {The Big Data Newsvendor: Practical Insights from Machine Learning},
journal = {Oper. Res.},
volume = {67},
number = {1},
pages = {90--108},
year = {2019},
url = {https://doi.org/10.1287/opre.2018.1757},
doi = {10.1287/OPRE.2018.1757},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ior/BanR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/UstunR19,
author = {Berk Ustun and
Cynthia Rudin},
title = {Learning Optimized Risk Scores},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {150:1--150:75},
year = {2019},
url = {http://jmlr.org/papers/v20/18-615.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/UstunR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FisherRD19,
author = {Aaron Fisher and
Cynthia Rudin and
Francesca Dominici},
title = {All Models are Wrong, but Many are Useful: Learning a Variable's Importance
by Studying an Entire Class of Prediction Models Simultaneously},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {177:1--177:81},
year = {2019},
url = {http://jmlr.org/papers/v20/18-760.html},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FisherRD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Rudin19,
author = {Cynthia Rudin},
title = {Stop explaining black box machine learning models for high stakes
decisions and use interpretable models instead},
journal = {Nat. Mach. Intell.},
volume = {1},
number = {5},
pages = {206--215},
year = {2019},
url = {https://doi.org/10.1038/s42256-019-0048-x},
doi = {10.1038/S42256-019-0048-X},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Rudin19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DiengLRRV19,
author = {Awa Dieng and
Yameng Liu and
Sudeepa Roy and
Cynthia Rudin and
Alexander Volfovsky},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Interpretable Almost-Exact Matching for Causal Inference},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {2445--2453},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/dieng19b.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DiengLRRV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/HaseCLR19,
author = {Peter Hase and
Chaofan Chen and
Oscar Li and
Cynthia Rudin},
editor = {Edith Law and
Jennifer Wortman Vaughan},
title = {Interpretable Image Recognition with Hierarchical Prototypes},
booktitle = {Proceedings of the Seventh {AAAI} Conference on Human Computation
and Crowdsourcing, {HCOMP} 2019, Stevenson, WA, USA, October 28-30,
2019},
pages = {32--40},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/hcomp.v7i1.5265},
doi = {10.1609/HCOMP.V7I1.5265},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/HaseCLR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Rudin19,
author = {Cynthia Rudin},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Do Simpler Models Exist and How Can We Find Them?},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1--2},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330823},
doi = {10.1145/3292500.3330823},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Rudin19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuRS19,
author = {Xiyang Hu and
Cynthia Rudin and
Margo I. Seltzer},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Optimal Sparse Decision Trees},
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 = {7265--7273},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/ac52c626afc10d4075708ac4c778ddfc-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuRS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenLTBRS19,
author = {Chaofan Chen and
Oscar Li and
Daniel Tao and
Alina Barnett and
Cynthia Rudin and
Jonathan Su},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {This Looks Like That: Deep Learning for Interpretable Image Recognition},
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 = {8928--8939},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/adf7ee2dcf142b0e11888e72b43fcb75-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenLTBRS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TracaYR19,
author = {Stefano Trac{\`{a}} and
Weiyu Yan and
Cynthia Rudin},
editor = {Amir Globerson and
Ricardo Silva},
title = {Reducing Exploration of Dying Arms in Mortal Bandits},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {156--163},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/traca20a.html},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/TracaYR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AwanLMRRV19,
author = {M. Usaid Awan and
Yameng Liu and
Marco Morucci and
Sudeepa Roy and
Cynthia Rudin and
Alexander Volfovsky},
editor = {Amir Globerson and
Ricardo Silva},
title = {Interpretable Almost Matching Exactly With Instrumental Variables},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1116--1126},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/awan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/AwanLMRRV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-03209,
author = {Jiayun Dong and
Cynthia Rudin},
title = {Variable Importance Clouds: {A} Way to Explore Variable Importance
for the Set of Good Models},
journal = {CoRR},
volume = {abs/1901.03209},
year = {2019},
url = {http://arxiv.org/abs/1901.03209},
eprinttype = {arXiv},
eprint = {1901.03209},
timestamp = {Sun, 03 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-03209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09277,
author = {Tianyu Wang and
Dawei Geng and
Cynthia Rudin},
title = {A Practical Bandit Method with Advantages in Neural Network Tuning},
journal = {CoRR},
volume = {abs/1901.09277},
year = {2019},
url = {http://arxiv.org/abs/1901.09277},
eprinttype = {arXiv},
eprint = {1901.09277},
timestamp = {Fri, 02 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12847,
author = {Xiyang Hu and
Cynthia Rudin and
Margo I. Seltzer},
title = {Optimal Sparse Decision Trees},
journal = {CoRR},
volume = {abs/1904.12847},
year = {2019},
url = {http://arxiv.org/abs/1904.12847},
eprinttype = {arXiv},
eprint = {1904.12847},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-12847.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01998,
author = {Cynthia Rudin and
David Carlson},
title = {The Secrets of Machine Learning: Ten Things You Wish You Had Known
Earlier to be More Effective at Data Analysis},
journal = {CoRR},
volume = {abs/1906.01998},
year = {2019},
url = {http://arxiv.org/abs/1906.01998},
eprinttype = {arXiv},
eprint = {1906.01998},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10651,
author = {Peter Hase and
Chaofan Chen and
Oscar Li and
Cynthia Rudin},
title = {Interpretable Image Recognition with Hierarchical Prototypes},
journal = {CoRR},
volume = {abs/1906.10651},
year = {2019},
url = {http://arxiv.org/abs/1906.10651},
eprinttype = {arXiv},
eprint = {1906.10651},
timestamp = {Thu, 27 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10651.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-11658,
author = {M. Usaid Awan and
Yameng Liu and
Marco Morucci and
Sudeepa Roy and
Cynthia Rudin and
Alexander Volfovsky},
title = {Interpretable Almost-Matching-Exactly With Instrumental Variables},
journal = {CoRR},
volume = {abs/1906.11658},
year = {2019},
url = {http://arxiv.org/abs/1906.11658},
eprinttype = {arXiv},
eprint = {1906.11658},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-11658.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-02571,
author = {Stefano Trac{\`{a}} and
Cynthia Rudin and
Weiyu Yan},
title = {Reducing Exploration of Dying Arms in Mortal Bandits},
journal = {CoRR},
volume = {abs/1907.02571},
year = {2019},
url = {http://arxiv.org/abs/1907.02571},
eprinttype = {arXiv},
eprint = {1907.02571},
timestamp = {Fri, 19 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-02571.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-01755,
author = {Lesia Semenova and
Cynthia Rudin},
title = {A study in Rashomon curves and volumes: {A} new perspective on generalization
and model simplicity in machine learning},
journal = {CoRR},
volume = {abs/1908.01755},
year = {2019},
url = {http://arxiv.org/abs/1908.01755},
eprinttype = {arXiv},
eprint = {1908.01755},
timestamp = {Fri, 09 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-01755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/interfaces/RudinU18,
author = {Cynthia Rudin and
Berk Ustun},
title = {Optimized Scoring Systems: Toward Trust in Machine Learning for Healthcare
and Criminal Justice},
journal = {Interfaces},
volume = {48},
number = {5},
pages = {449--466},
year = {2018},
url = {https://doi.org/10.1287/inte.2018.0957},
doi = {10.1287/INTE.2018.0957},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/interfaces/RudinU18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mpc/RudinE18,
author = {Cynthia Rudin and
Seyda Ertekin},
title = {Learning customized and optimized lists of rules with mathematical
programming},
journal = {Math. Program. Comput.},
volume = {10},
number = {4},
pages = {659--702},
year = {2018},
url = {https://doi.org/10.1007/s12532-018-0143-8},
doi = {10.1007/S12532-018-0143-8},
timestamp = {Thu, 15 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mpc/RudinE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiLCR18,
author = {Oscar Li and
Hao Liu and
Chaofan Chen and
Cynthia Rudin},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Deep Learning for Case-Based Reasoning Through Prototypes: {A} Neural
Network That Explains Its Predictions},
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 = {3530--3537},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11771},
doi = {10.1609/AAAI.V32I1.11771},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiLCR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenR18,
author = {Chaofan Chen and
Cynthia Rudin},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {An Optimization Approach to Learning Falling Rule Lists},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {604--612},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/chen18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RudinW18,
author = {Cynthia Rudin and
Yining Wang},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Direct Learning to Rank And Rerank},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {775--783},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/rudin18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RudinW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BeiDHMRR18,
author = {Yijie Bei and
Alexandru Damian and
Shijia Hu and
Sachit Menon and
Nikhil Ravi and
Cynthia Rudin},
title = {New Techniques for Preserving Global Structure and Denoising With
Low Information Loss in Single-Image Super-Resolution},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2018, Salt Lake City, UT, USA, June 18-22,
2018},
pages = {874--881},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018\_workshops/w13/html/Bei\_New\_Techniques\_for\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPRW.2018.00132},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BeiDHMRR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-07400,
author = {Cynthia Rudin and
Yining Wang},
title = {Direct Learning to Rank and Rerank},
journal = {CoRR},
volume = {abs/1802.07400},
year = {2018},
url = {http://arxiv.org/abs/1802.07400},
eprinttype = {arXiv},
eprint = {1802.07400},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-07400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-03769,
author = {Siong Thye Goh and
Cynthia Rudin},
title = {A Minimax Surrogate Loss Approach to Conditional Difference Estimation},
journal = {CoRR},
volume = {abs/1803.03769},
year = {2018},
url = {http://arxiv.org/abs/1803.03769},
eprinttype = {arXiv},
eprint = {1803.03769},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-03769.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-08646,
author = {Beau Coker and
Cynthia Rudin and
Gary King},
title = {A Theory of Statistical Inference for Ensuring the Robustness of Scientific
Results},
journal = {CoRR},
volume = {abs/1804.08646},
year = {2018},
url = {http://arxiv.org/abs/1804.08646},
eprinttype = {arXiv},
eprint = {1804.08646},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-08646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-03383,
author = {Yijie Bei and
Alexandru Damian and
Shijia Hu and
Sachit Menon and
Nikhil Ravi and
Cynthia Rudin},
title = {New Techniques for Preserving Global Structure and Denoising with
Low Information Loss in Single-Image Super-Resolution},
journal = {CoRR},
volume = {abs/1805.03383},
year = {2018},
url = {http://arxiv.org/abs/1805.03383},
eprinttype = {arXiv},
eprint = {1805.03383},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-03383.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-06802,
author = {Awa Dieng and
Yameng Liu and
Sudeepa Roy and
Cynthia Rudin and
Alexander Volfovsky},
title = {Collapsing-Fast-Large-Almost-Matching-Exactly: {A} Matching Method
for Causal Inference},
journal = {CoRR},
volume = {abs/1806.06802},
year = {2018},
url = {http://arxiv.org/abs/1806.06802},
eprinttype = {arXiv},
eprint = {1806.06802},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-06802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-10574,
author = {Chaofan Chen and
Oscar Li and
Alina Barnett and
Jonathan Su and
Cynthia Rudin},
title = {This looks like that: deep learning for interpretable image recognition},
journal = {CoRR},
volume = {abs/1806.10574},
year = {2018},
url = {http://arxiv.org/abs/1806.10574},
eprinttype = {arXiv},
eprint = {1806.10574},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-10574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-03541,
author = {Ramin Moghaddass and
Cynthia Rudin},
title = {Bayesian Patchworks: An Approach to Case-Based Reasoning},
journal = {CoRR},
volume = {abs/1809.03541},
year = {2018},
url = {http://arxiv.org/abs/1809.03541},
eprinttype = {arXiv},
eprint = {1809.03541},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-03541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00731,
author = {Cynthia Rudin and
Caroline Wang and
Beau Coker},
title = {The age of secrecy and unfairness in recidivism prediction},
journal = {CoRR},
volume = {abs/1811.00731},
year = {2018},
url = {http://arxiv.org/abs/1811.00731},
eprinttype = {arXiv},
eprint = {1811.00731},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-00731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-05067,
author = {John Benhart and
Tianlin Duan and
Peter Hase and
Liuyi Zhu and
Cynthia Rudin},
title = {Shall {I} Compare Thee to a Machine-Written Sonnet? An Approach to
Algorithmic Sonnet Generation},
journal = {CoRR},
volume = {abs/1811.05067},
year = {2018},
url = {http://arxiv.org/abs/1811.05067},
eprinttype = {arXiv},
eprint = {1811.05067},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-05067.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-07415,
author = {Harsh Parikh and
Cynthia Rudin and
Alexander Volfovsky},
title = {{MALTS:} Matching After Learning to Stretch},
journal = {CoRR},
volume = {abs/1811.07415},
year = {2018},
url = {https://doi.org/10.48550/arXiv.1811.07415},
doi = {10.48550/ARXIV.1811.07415},
eprinttype = {arXiv},
eprint = {1811.07415},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-07415.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-10154,
author = {Cynthia Rudin},
title = {Please Stop Explaining Black Box Models for High Stakes Decisions},
journal = {CoRR},
volume = {abs/1811.10154},
year = {2018},
url = {http://arxiv.org/abs/1811.10154},
eprinttype = {arXiv},
eprint = {1811.10154},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-10154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12615,
author = {Chaofan Chen and
Kangcheng Lin and
Cynthia Rudin and
Yaron Shaposhnik and
Sijia Wang and
Tong Wang},
title = {An Interpretable Model with Globally Consistent Explanations for Credit
Risk},
journal = {CoRR},
volume = {abs/1811.12615},
year = {2018},
url = {http://arxiv.org/abs/1811.12615},
eprinttype = {arXiv},
eprint = {1811.12615},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-12615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangRDLKM17,
author = {Tong Wang and
Cynthia Rudin and
Finale Doshi{-}Velez and
Yimin Liu and
Erica Klampfl and
Perry MacNeille},
title = {A Bayesian Framework for Learning Rule Sets for Interpretable Classification},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {70:1--70:37},
year = {2017},
url = {http://jmlr.org/papers/v18/16-003.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangRDLKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AngelinoLASR17,
author = {Elaine Angelino and
Nicholas Larus{-}Stone and
Daniel Alabi and
Margo I. Seltzer and
Cynthia Rudin},
title = {Learning Certifiably Optimal Rule Lists for Categorical Data},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {234:1--234:78},
year = {2017},
url = {http://jmlr.org/papers/v18/17-716.html},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AngelinoLASR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LakkarajuR17,
author = {Himabindu Lakkaraju and
Cynthia Rudin},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Learning Cost-Effective and Interpretable Treatment Regimes},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {166--175},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/lakkaraju17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LakkarajuR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangRS17,
author = {Hongyu Yang and
Cynthia Rudin and
Margo I. Seltzer},
editor = {Doina Precup and
Yee Whye Teh},
title = {Scalable Bayesian Rule Lists},
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 = {3921--3930},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/yang17h.html},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AngelinoLASR17,
author = {Elaine Angelino and
Nicholas Larus{-}Stone and
Daniel Alabi and
Margo I. Seltzer and
Cynthia Rudin},
title = {Learning Certifiably Optimal Rule Lists},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {35--44},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098047},
doi = {10.1145/3097983.3098047},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AngelinoLASR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/UstunR17,
author = {Berk Ustun and
Cynthia Rudin},
title = {Optimized Risk Scores},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1125--1134},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098161},
doi = {10.1145/3097983.3098161},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/UstunR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AngelinoLASR17,
author = {Elaine Angelino and
Nicholas Larus{-}Stone and
Daniel Alabi and
Margo I. Seltzer and
Cynthia Rudin},
title = {Learning Certifiably Optimal Rule Lists for Categorical Data},
journal = {CoRR},
volume = {abs/1704.01701},
year = {2017},
url = {http://arxiv.org/abs/1704.01701},
eprinttype = {arXiv},
eprint = {1704.01701},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AngelinoLASR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1707-06315,
author = {Sudeepa Roy and
Cynthia Rudin and
Alexander Volfovsky and
Tianyu Wang},
title = {{FLAME:} {A} Fast Large-scale Almost Matching Exactly Approach to
Causal Inference},
journal = {CoRR},
volume = {abs/1707.06315},
year = {2017},
url = {http://arxiv.org/abs/1707.06315},
eprinttype = {arXiv},
eprint = {1707.06315},
timestamp = {Fri, 02 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1707-06315.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-02572,
author = {Chaofan Chen and
Cynthia Rudin},
title = {An optimization approach to learning falling rule lists},
journal = {CoRR},
volume = {abs/1710.02572},
year = {2017},
url = {http://arxiv.org/abs/1710.02572},
eprinttype = {arXiv},
eprint = {1710.02572},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-02572.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-04806,
author = {Oscar Li and
Hao Liu and
Chaofan Chen and
Cynthia Rudin},
title = {Deep Learning for Case-based Reasoning through Prototypes: {A} Neural
Network that Explains its Predictions},
journal = {CoRR},
volume = {abs/1710.04806},
year = {2017},
url = {http://arxiv.org/abs/1710.04806},
eprinttype = {arXiv},
eprint = {1710.04806},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-04806.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-05426,
author = {Tong Wang and
Cynthia Rudin},
title = {Causal Rule Sets for Identifying Subgroups with Enhanced Treatment
Effect},
journal = {CoRR},
volume = {abs/1710.05426},
year = {2017},
url = {http://arxiv.org/abs/1710.05426},
eprinttype = {arXiv},
eprint = {1710.05426},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-05426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-10938,
author = {Fulton Wang and
Cynthia Rudin},
title = {Dimension Reduction for Robust Covariate Shift Correction},
journal = {CoRR},
volume = {abs/1711.10938},
year = {2017},
url = {http://arxiv.org/abs/1711.10938},
eprinttype = {arXiv},
eprint = {1711.10938},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-10938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MoghaddassRM16,
author = {Ramin Moghaddass and
Cynthia Rudin and
David Madigan},
title = {The Factorized Self-Controlled Case Series Method: An Approach for
Estimating the Effects of Many Drugs on Many Outcomes},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {185:1--185:24},
year = {2016},
url = {http://jmlr.org/papers/v17/15-405.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MoghaddassRM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/UstunR16,
author = {Berk Ustun and
Cynthia Rudin},
title = {Supersparse linear integer models for optimized medical scoring systems},
journal = {Mach. Learn.},
volume = {102},
number = {3},
pages = {349--391},
year = {2016},
url = {https://doi.org/10.1007/s10994-015-5528-6},
doi = {10.1007/S10994-015-5528-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/UstunR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Souillard-Mandar16,
author = {William Souillard{-}Mandar and
Randall Davis and
Cynthia Rudin and
Rhoda Au and
David J. Libon and
Rodney Swenson and
Catherine C. Price and
Melissa Lamar and
Dana L. Penney},
title = {Learning classification models of cognitive conditions from subtle
behaviors in the digital Clock Drawing Test},
journal = {Mach. Learn.},
volume = {102},
number = {3},
pages = {393--441},
year = {2016},
url = {https://doi.org/10.1007/s10994-015-5529-5},
doi = {10.1007/S10994-015-5529-5},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Souillard-Mandar16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GargRJ16,
author = {Vikas K. Garg and
Cynthia Rudin and
Tommi S. Jaakkola},
editor = {Arthur Gretton and
Christian C. Robert},
title = {{CRAFT:} ClusteR-specific Assorted Feature selecTion},
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 = {305--313},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/garg16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GargRJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangRDLKM16,
author = {Tong Wang and
Cynthia Rudin and
Finale Doshi{-}Velez and
Yimin Liu and
Erica Klampfl and
Perry MacNeille},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Bayesian Rule Sets for Interpretable Classification},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {1269--1274},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0171},
doi = {10.1109/ICDM.2016.0171},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/WangRDLKM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LethamLR16,
author = {Benjamin Letham and
Lydia M. Letham and
Cynthia Rudin},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Bayesian Inference of Arrival Rate and Substitution Behavior from
Sales Transaction Data with Stockouts},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1695--1704},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939810},
doi = {10.1145/2939672.2939810},
timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LethamLR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangRS16,
author = {Hongyu Yang and
Cynthia Rudin and
Margo I. Seltzer},
title = {Scalable Bayesian Rule Lists},
journal = {CoRR},
volume = {abs/1602.08610},
year = {2016},
url = {http://arxiv.org/abs/1602.08610},
eprinttype = {arXiv},
eprint = {1602.08610},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YangRS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Souillard-Mandar16,
author = {William Souillard{-}Mandar and
Randall Davis and
Cynthia Rudin and
Rhoda Au and
Dana L. Penney},
title = {Interpretable Machine Learning Models for the Digital Clock Drawing
Test},
journal = {CoRR},
volume = {abs/1606.07163},
year = {2016},
url = {http://arxiv.org/abs/1606.07163},
eprinttype = {arXiv},
eprint = {1606.07163},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Souillard-Mandar16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LakkarajuR16,
author = {Himabindu Lakkaraju and
Cynthia Rudin},
title = {Learning Cost-Effective Treatment Regimes using Markov Decision Processes},
journal = {CoRR},
volume = {abs/1610.06972},
year = {2016},
url = {http://arxiv.org/abs/1610.06972},
eprinttype = {arXiv},
eprint = {1610.06972},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LakkarajuR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/0011RWS15,
author = {Tong Wang and
Cynthia Rudin and
Daniel Wagner and
Rich Sevieri},
title = {Finding Patterns with a Rotten Core: Data Mining for Crime Series
with Cores},
journal = {Big Data},
volume = {3},
number = {1},
pages = {3--21},
year = {2015},
url = {https://doi.org/10.1089/big.2014.0021},
doi = {10.1089/BIG.2014.0021},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/0011RWS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/ErtekinR15,
author = {Seyda Ertekin and
Cynthia Rudin},
title = {A Bayesian Approach to Learning Scoring Systems},
journal = {Big Data},
volume = {3},
number = {4},
pages = {267--276},
year = {2015},
url = {https://doi.org/10.1089/big.2015.0033},
doi = {10.1089/BIG.2015.0033},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/ErtekinR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TulabandhulaR15,
author = {Theja Tulabandhula and
Cynthia Rudin},
title = {Generalization bounds for learning with linear, polygonal, quadratic
and conic side knowledge},
journal = {Mach. Learn.},
volume = {100},
number = {2-3},
pages = {183--216},
year = {2015},
url = {https://doi.org/10.1007/s10994-014-5478-4},
doi = {10.1007/S10994-014-5478-4},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TulabandhulaR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangR15,
author = {Fulton Wang and
Cynthia Rudin},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Falling Rule Lists},
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/wang15a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/UstunR15,
author = {Berk Ustun and
Cynthia Rudin},
title = {Supersparse Linear Integer Models for Optimized Medical Scoring Systems},
journal = {CoRR},
volume = {abs/1502.04269},
year = {2015},
url = {http://arxiv.org/abs/1502.04269},
eprinttype = {arXiv},
eprint = {1502.04269},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/UstunR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KimRS15,
author = {Been Kim and
Cynthia Rudin and
Julie A. Shah},
title = {The Bayesian Case Model: {A} Generative Approach for Case-Based Reasoning
and Prototype Classification},
journal = {CoRR},
volume = {abs/1503.01161},
year = {2015},
url = {http://arxiv.org/abs/1503.01161},
eprinttype = {arXiv},
eprint = {1503.01161},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KimRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangRDLKM15,
author = {Tong Wang and
Cynthia Rudin and
Finale Doshi{-}Velez and
Yimin Liu and
Erica Klampfl and
Perry MacNeille},
title = {Or's of And's for Interpretable Classification, with Application to
Context-Aware Recommender Systems},
journal = {CoRR},
volume = {abs/1504.07614},
year = {2015},
url = {http://arxiv.org/abs/1504.07614},
eprinttype = {arXiv},
eprint = {1504.07614},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangRDLKM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TracaR15,
author = {Stefano Trac{\`{a}} and
Cynthia Rudin},
title = {Regulating Greed Over Time},
journal = {CoRR},
volume = {abs/1505.05629},
year = {2015},
url = {http://arxiv.org/abs/1505.05629},
eprinttype = {arXiv},
eprint = {1505.05629},
timestamp = {Fri, 19 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TracaR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GargRJ15,
author = {Vikas K. Garg and
Cynthia Rudin and
Tommi S. Jaakkola},
title = {{CRAFT:} ClusteR-specific Assorted Feature selecTion},
journal = {CoRR},
volume = {abs/1506.07609},
year = {2015},
url = {http://arxiv.org/abs/1506.07609},
eprinttype = {arXiv},
eprint = {1506.07609},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GargRJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangR15b,
author = {Fulton Wang and
Cynthia Rudin},
title = {Causal Falling Rule Lists},
journal = {CoRR},
volume = {abs/1510.05189},
year = {2015},
url = {http://arxiv.org/abs/1510.05189},
eprinttype = {arXiv},
eprint = {1510.05189},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangR15b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LethamRMM15,
author = {Benjamin Letham and
Cynthia Rudin and
Tyler H. McCormick and
David Madigan},
title = {Interpretable classifiers using rules and Bayesian analysis: Building
a better stroke prediction model},
journal = {CoRR},
volume = {abs/1511.01644},
year = {2015},
url = {http://arxiv.org/abs/1511.01644},
eprinttype = {arXiv},
eprint = {1511.01644},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LethamRMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangR15c,
author = {Tong Wang and
Cynthia Rudin},
title = {Learning Optimized Or's of And's},
journal = {CoRR},
volume = {abs/1511.02210},
year = {2015},
url = {http://arxiv.org/abs/1511.02210},
eprinttype = {arXiv},
eprint = {1511.02210},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangR15c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/TulabandhulaR14,
author = {Theja Tulabandhula and
Cynthia Rudin},
title = {Tire Changes, Fresh Air, and Yellow Flags: Challenges in Predictive
Analytics for Professional Racing},
journal = {Big Data},
volume = {2},
number = {2},
pages = {97--112},
year = {2014},
url = {https://doi.org/10.1089/big.2014.0018},
doi = {10.1089/BIG.2014.0018},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/TulabandhulaR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KimR14,
author = {Been Kim and
Cynthia Rudin},
title = {Learning about meetings},
journal = {Data Min. Knowl. Discov.},
volume = {28},
number = {5-6},
pages = {1134--1157},
year = {2014},
url = {https://doi.org/10.1007/s10618-014-0348-z},
doi = {10.1007/S10618-014-0348-Z},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/KimR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ErtekinRH14,
author = {Seyda Ertekin and
Cynthia Rudin and
Haym Hirsh},
title = {Approximating the crowd},
journal = {Data Min. Knowl. Discov.},
volume = {28},
number = {5-6},
pages = {1189--1221},
year = {2014},
url = {https://doi.org/10.1007/s10618-014-0354-1},
doi = {10.1007/S10618-014-0354-1},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ErtekinRH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/interfaces/RudinEPRTXLRPM14,
author = {Cynthia Rudin and
Seyda Ertekin and
Rebecca J. Passonneau and
Axinia Radeva and
Ashish Tomar and
Boyi Xie and
Stanley Lewis and
Mark Riddle and
Debbie Pangsrivinij and
Tyler H. McCormick},
title = {Analytics for Power Grid Distribution Reliability in New York City},
journal = {Interfaces},
volume = {44},
number = {4},
pages = {364--383},
year = {2014},
url = {https://doi.org/10.1287/inte.2014.0748},
doi = {10.1287/INTE.2014.0748},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/interfaces/RudinEPRTXLRPM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RudinW14,
author = {Cynthia Rudin and
Kiri L. Wagstaff},
title = {Machine learning for science and society},
journal = {Mach. Learn.},
volume = {95},
number = {1},
pages = {1--9},
year = {2014},
url = {https://doi.org/10.1007/s10994-013-5425-9},
doi = {10.1007/S10994-013-5425-9},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RudinW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TulabandhulaR14,
author = {Theja Tulabandhula and
Cynthia Rudin},
title = {On combining machine learning with decision making},
journal = {Mach. Learn.},
volume = {97},
number = {1-2},
pages = {33--64},
year = {2014},
url = {https://doi.org/10.1007/s10994-014-5459-7},
doi = {10.1007/S10994-014-5459-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TulabandhulaR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ant/WangPCR14,
author = {Dingquan Wang and
Rebecca J. Passonneau and
Michael Collins and
Cynthia Rudin},
editor = {Elhadi M. Shakshuki and
Ansar{-}Ul{-}Haque Yasar},
title = {Modeling Weather Impact on a Secondary Electrical Grid},
booktitle = {Proceedings of the 5th International Conference on Ambient Systems,
Networks and Technologies {(ANT} 2014), the 4th International Conference
on Sustainable Energy Information Technology (SEIT-2014), Hasselt,
Belgium, June 2-5, 2014},
series = {Procedia Computer Science},
volume = {32},
pages = {631--638},
publisher = {Elsevier},
year = {2014},
url = {https://doi.org/10.1016/j.procs.2014.05.470},
doi = {10.1016/J.PROCS.2014.05.470},
timestamp = {Thu, 08 Jul 2021 16:04:01 +0200},
biburl = {https://dblp.org/rec/conf/ant/WangPCR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/HugginsR14,
author = {Jonathan H. Huggins and
Cynthia Rudin},
title = {Toward a Theory of Pattern Discovery},
booktitle = {International Symposium on Artificial Intelligence and Mathematics,
{ISAIM} 2014, Fort Lauderdale, FL, USA, January 6-8, 2014},
year = {2014},
url = {http://www.cs.uic.edu/pub/Isaim2014/WebPreferences/ISAIM2014\_ML\_Huggins\_Rudin.pdf},
timestamp = {Wed, 20 Mar 2024 17:48:47 +0100},
biburl = {https://dblp.org/rec/conf/isaim/HugginsR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/TulabandhulaR14,
author = {Theja Tulabandhula and
Cynthia Rudin},
title = {Generalization Bounds for Learning with Linear and Quadratic Side
Knowledge},
booktitle = {International Symposium on Artificial Intelligence and Mathematics,
{ISAIM} 2014, Fort Lauderdale, FL, USA, January 6-8, 2014},
year = {2014},
url = {http://www.cs.uic.edu/pub/Isaim2014/WebPreferences/ISAIM2014\_Tulabandhula\_Rudin.pdf},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isaim/TulabandhulaR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/TulabandhulaR14a,
author = {Theja Tulabandhula and
Cynthia Rudin},
title = {Robust Optimization using Machine Learning for Uncertainty Sets},
booktitle = {International Symposium on Artificial Intelligence and Mathematics,
{ISAIM} 2014, Fort Lauderdale, FL, USA, January 6-8, 2014},
year = {2014},
url = {http://www.cs.uic.edu/pub/Isaim2014/WebPreferences/ISAIM2014\_ML\_Tulabandhula\_Rudin.pdf},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isaim/TulabandhulaR14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GohR14,
author = {Siong Thye Goh and
Cynthia Rudin},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Box drawings for learning with imbalanced data},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {333--342},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623648},
doi = {10.1145/2623330.2623648},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GohR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Rudin14,
author = {Cynthia Rudin},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Algorithms for interpretable machine learning},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {1519},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2630823},
doi = {10.1145/2623330.2630823},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Rudin14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KimRS14,
author = {Been Kim and
Cynthia Rudin and
Julie A. Shah},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {The Bayesian Case Model: {A} Generative Approach for Case-Based Reasoning
and Prototype Classification},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1952--1960},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/390e982518a50e280d8e2b535462ec1f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KimRS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HugginsR14,
author = {Jonathan H. Huggins and
Cynthia Rudin},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {A Statistical Learning Theory Framework for Supervised Pattern Discovery},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {506--514},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.58},
doi = {10.1137/1.9781611973440.58},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HugginsR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GohR14,
author = {Siong Thye Goh and
Cynthia Rudin},
title = {Box Drawings for Learning with Imbalanced Data},
journal = {CoRR},
volume = {abs/1403.3378},
year = {2014},
url = {http://arxiv.org/abs/1403.3378},
eprinttype = {arXiv},
eprint = {1403.3378},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GohR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/UstunR14,
author = {Berk Ustun and
Cynthia Rudin},
title = {Methods and Models for Interpretable Linear Classification},
journal = {CoRR},
volume = {abs/1405.4047},
year = {2014},
url = {http://arxiv.org/abs/1405.4047},
eprinttype = {arXiv},
eprint = {1405.4047},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/UstunR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TulabandhulaR14a,
author = {Theja Tulabandhula and
Cynthia Rudin},
title = {Generalization Bounds for Learning with Linear, Polygonal, Quadratic
and Conic Side Knowledge},
journal = {CoRR},
volume = {abs/1405.7764},
year = {2014},
url = {http://arxiv.org/abs/1405.7764},
eprinttype = {arXiv},
eprint = {1405.7764},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TulabandhulaR14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TulabandhulaR14,
author = {Theja Tulabandhula and
Cynthia Rudin},
title = {Robust Optimization using Machine Learning for Uncertainty Sets},
journal = {CoRR},
volume = {abs/1407.1097},
year = {2014},
url = {http://arxiv.org/abs/1407.1097},
eprinttype = {arXiv},
eprint = {1407.1097},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TulabandhulaR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangR14,
author = {Fulton Wang and
Cynthia Rudin},
title = {Falling Rule Lists},
journal = {CoRR},
volume = {abs/1411.5899},
year = {2014},
url = {http://arxiv.org/abs/1411.5899},
eprinttype = {arXiv},
eprint = {1411.5899},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/FurnkranzHRSS14,
author = {Johannes F{\"{u}}rnkranz and
Eyke H{\"{u}}llermeier and
Cynthia Rudin and
Roman Slowinski and
Scott Sanner},
title = {Preference Learning (Dagstuhl Seminar 14101)},
journal = {Dagstuhl Reports},
volume = {4},
number = {3},
pages = {1--27},
year = {2014},
url = {https://doi.org/10.4230/DagRep.4.3.1},
doi = {10.4230/DAGREP.4.3.1},
timestamp = {Wed, 07 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/FurnkranzHRSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LethamRH13,
author = {Benjamin Letham and
Cynthia Rudin and
Katherine A. Heller},
title = {Growing a list},
journal = {Data Min. Knowl. Discov.},
volume = {27},
number = {3},
pages = {372--395},
year = {2013},
url = {https://doi.org/10.1007/s10618-013-0329-7},
doi = {10.1007/S10618-013-0329-7},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/LethamRH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TulabandhulaR13,
author = {Theja Tulabandhula and
Cynthia Rudin},
title = {Machine learning with operational costs},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {1989--2028},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567726},
doi = {10.5555/2567709.2567726},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TulabandhulaR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MukherjeeRS13,
author = {Indraneel Mukherjee and
Cynthia Rudin and
Robert E. Schapire},
title = {The rate of convergence of AdaBoost},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {2315--2347},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567735},
doi = {10.5555/2567709.2567735},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MukherjeeRS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RudinLM13,
author = {Cynthia Rudin and
Benjamin Letham and
David Madigan},
title = {Learning theory analysis for association rules and sequential event
prediction},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3441--3492},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567773},
doi = {10.5555/2567709.2567773},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RudinLM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LethamRM13,
author = {Benjamin Letham and
Cynthia Rudin and
David Madigan},
title = {Sequential event prediction},
journal = {Mach. Learn.},
volume = {93},
number = {2-3},
pages = {357--380},
year = {2013},
url = {https://doi.org/10.1007/s10994-013-5356-5},
doi = {10.1007/S10994-013-5356-5},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LethamRM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ErtekinRM13,
author = {Seyda Ertekin and
Cynthia Rudin and
Tyler H. McCormick},
title = {Predicting Power Failures with Reactive Point Processes},
booktitle = {Late-Breaking Developments in the Field of Artificial Intelligence,
Bellevue, Washington, USA, July 14-18, 2013},
series = {{AAAI} Technical Report},
volume = {{WS-13-17}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7092},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ErtekinRM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KimR13,
author = {Been Kim and
Cynthia Rudin},
title = {Machine Learning for Meeting Analysis},
booktitle = {Late-Breaking Developments in the Field of Artificial Intelligence,
Bellevue, Washington, USA, July 14-18, 2013},
series = {{AAAI} Technical Report},
volume = {{WS-13-17}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7087},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KimR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LethamRMM13,
author = {Benjamin Letham and
Cynthia Rudin and
Tyler H. McCormick and
David Madigan},
title = {An Interpretable Stroke Prediction Model using Rules and Bayesian
Analysis},
booktitle = {Late-Breaking Developments in the Field of Artificial Intelligence,
Bellevue, Washington, USA, July 14-18, 2013},
series = {{AAAI} Technical Report},
volume = {{WS-13-17}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7088},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LethamRMM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/UstunTR13,
author = {Berk Ustun and
Stefano Trac{\`{a}} and
Cynthia Rudin},
title = {Supersparse Linear Integer Models for Predictive Scoring Systems},
booktitle = {Late-Breaking Developments in the Field of Artificial Intelligence,
Bellevue, Washington, USA, July 14-18, 2013},
series = {{AAAI} Technical Report},
volume = {{WS-13-17}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7159},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/UstunTR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangRWS13,
author = {Tong Wang and
Cynthia Rudin and
Daniel Wagner and
Rich Sevieri},
title = {Detecting Patterns of Crime with Series Finder},
booktitle = {Late-Breaking Developments in the Field of Artificial Intelligence,
Bellevue, Washington, USA, July 14-18, 2013},
series = {{AAAI} Technical Report},
volume = {{WS-13-17}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7018},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangRWS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangRWS13,
author = {Tong Wang and
Cynthia Rudin and
Daniel Wagner and
Rich Sevieri},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Learning to Detect Patterns of Crime},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8190},
pages = {515--530},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40994-3\_33},
doi = {10.1007/978-3-642-40994-3\_33},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WangRWS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KimR13,
author = {Been Kim and
Cynthia Rudin},
title = {Learning About Meetings},
journal = {CoRR},
volume = {abs/1306.1927},
year = {2013},
url = {http://arxiv.org/abs/1306.1927},
eprinttype = {arXiv},
eprint = {1306.1927},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KimR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HugginsR13,
author = {Jonathan H. Huggins and
Cynthia Rudin},
title = {Toward a Theory of Pattern Discovery},
journal = {CoRR},
volume = {abs/1307.0802},
year = {2013},
url = {http://arxiv.org/abs/1307.0802},
eprinttype = {arXiv},
eprint = {1307.0802},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HugginsR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ChangRCTC12,
author = {Allison Chang and
Cynthia Rudin and
Michael Cavaretta and
Robert Thomas and
Gloria Chou},
title = {How to reverse-engineer quality rankings},
journal = {Mach. Learn.},
volume = {88},
number = {3},
pages = {369--398},
year = {2012},
url = {https://doi.org/10.1007/s10994-012-5295-6},
doi = {10.1007/S10994-012-5295-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/ChangRCTC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/RudinWABSCDGHI12,
author = {Cynthia Rudin and
David L. Waltz and
Roger Anderson and
Albert Boulanger and
Ansaf Salleb{-}Aouissi and
Maggie Chow and
Haimonti Dutta and
Philip Gross and
Bert Huang and
Steve Ierome},
title = {Machine Learning for theNew York City Power Grid},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {34},
number = {2},
pages = {328--345},
year = {2012},
url = {https://doi.org/10.1109/TPAMI.2011.108},
doi = {10.1109/TPAMI.2011.108},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/RudinWABSCDGHI12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/ErtekinHR12,
author = {Seyda Ertekin and
Haym Hirsh and
Cynthia Rudin},
title = {Selective Sampling of Labelers for Approximating the Crowd},
booktitle = {Machine Aggregation of Human Judgment, Papers from the 2012 {AAAI}
Fall Symposium, Arlington, Virginia, USA, November 2-4, 2012},
series = {{AAAI} Technical Report},
volume = {{FS-12-06}},
publisher = {{AAAI}},
year = {2012},
url = {http://www.aaai.org/ocs/index.php/FSS/FSS12/paper/view/5596},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaaifs/ErtekinHR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/RudinT12,
author = {Cynthia Rudin and
Theja Tulabandhula},
title = {The Influence of Operational Cost on Estimation},
booktitle = {International Symposium on Artificial Intelligence and Mathematics,
{ISAIM} 2012, Fort Lauderdale, Florida, USA, January 9-11, 2012},
year = {2012},
url = {http://www.cs.uic.edu/pub/Isaim2012/WebPreferences/ISAIM2012\_Tulabandhula\_etal.pdf},
timestamp = {Wed, 20 Mar 2024 17:48:48 +0100},
biburl = {https://dblp.org/rec/conf/isaim/RudinT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChangBR12,
author = {Allison Chang and
Dimitris Bertsimas and
Cynthia Rudin},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {An Integer Optimization Approach to Associative Classification},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {269--277},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/9e7ba617ad9e69b39bd0c29335b79629-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChangBR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/XiePDMRTR12,
author = {Boyi Xie and
Rebecca J. Passonneau and
Haimonti Dutta and
Jing{-}Yeu Miaw and
Axinia Radeva and
Ashish Tomar and
Cynthia Rudin},
title = {Progressive Clustering with Learned Seeds: An Event Categorization
System for Power Grid},
booktitle = {Proceedings of the 24th International Conference on Software Engineering
{\&} Knowledge Engineering (SEKE'2012), Hotel Sofitel, Redwood
City, San Francisco Bay, {USA} July 1-3, 2012},
pages = {100--105},
publisher = {Knowledge Systems Institute Graduate School},
year = {2012},
timestamp = {Thu, 12 Mar 2020 11:30:50 +0100},
biburl = {https://dblp.org/rec/conf/seke/XiePDMRTR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RudinSD12,
author = {Cynthia Rudin and
Robert E. Schapire and
Ingrid Daubechies},
editor = {Shie Mannor and
Nathan Srebro and
Robert C. Williamson},
title = {Open Problem: Does AdaBoost Always Cycle?},
booktitle = {{COLT} 2012 - The 25th Annual Conference on Learning Theory, June
25-27, 2012, Edinburgh, Scotland},
series = {{JMLR} Proceedings},
volume = {23},
pages = {46.1--46.4},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v23/rudin12/rudin12.pdf},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RudinSD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-3611,
author = {Seyda Ertekin and
Haym Hirsh and
Cynthia Rudin},
title = {Learning to Predict the Wisdom of Crowds},
journal = {CoRR},
volume = {abs/1204.3611},
year = {2012},
url = {http://arxiv.org/abs/1204.3611},
eprinttype = {arXiv},
eprint = {1204.3611},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-3611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/RudinPRII11,
author = {Cynthia Rudin and
Rebecca J. Passonneau and
Axinia Radeva and
Steve Ierome and
Delfina Isaac},
title = {21st-Century Data Miners Meet 19th-Century Electrical Cables},
journal = {Computer},
volume = {44},
number = {6},
pages = {103--105},
year = {2011},
url = {https://doi.org/10.1109/MC.2011.164},
doi = {10.1109/MC.2011.164},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/RudinPRII11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ErtekinR11,
author = {Seyda Ertekin and
Cynthia Rudin},
title = {On Equivalence Relationships Between Classification and Ranking Algorithms},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {2905--2929},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2078199},
doi = {10.5555/1953048.2078199},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ErtekinR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aldt/TulabandhulaRJ11,
author = {Theja Tulabandhula and
Cynthia Rudin and
Patrick Jaillet},
editor = {Ronen I. Brafman and
Fred S. Roberts and
Alexis Tsouki{\`{a}}s},
title = {The Machine Learning and Traveling Repairman Problem},
booktitle = {Algorithmic Decision Theory - Second International Conference, {ADT}
2011, Piscataway, NJ, USA, October 26-28, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6992},
pages = {262--276},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24873-3\_20},
doi = {10.1007/978-3-642-24873-3\_20},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/aldt/TulabandhulaRJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MukherjeeRS11,
author = {Indraneel Mukherjee and
Cynthia Rudin and
Robert E. Schapire},
editor = {Sham M. Kakade and
Ulrike von Luxburg},
title = {The Rate of Convergence of Adaboost},
booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
9-11, 2011, Budapest, Hungary},
series = {{JMLR} Proceedings},
volume = {19},
pages = {537--558},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v19/mukherjee11a/mukherjee11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MukherjeeRS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RudinLSKM11,
author = {Cynthia Rudin and
Benjamin Letham and
Ansaf Salleb{-}Aouissi and
Eugene Kogan and
David Madigan},
editor = {Sham M. Kakade and
Ulrike von Luxburg},
title = {Sequential Event Prediction with Association Rules},
booktitle = {{COLT} 2011 - The 24th Annual Conference on Learning Theory, June
9-11, 2011, Budapest, Hungary},
series = {{JMLR} Proceedings},
volume = {19},
pages = {615--634},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v19/rudin11a/rudin11a.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RudinLSKM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1104-5061,
author = {Theja Tulabandhula and
Cynthia Rudin and
Patrick Jaillet},
title = {Machine Learning and the Traveling Repairman},
journal = {CoRR},
volume = {abs/1104.5061},
year = {2011},
url = {http://arxiv.org/abs/1104.5061},
eprinttype = {arXiv},
eprint = {1104.5061},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1104-5061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-6024,
author = {Indraneel Mukherjee and
Cynthia Rudin and
Robert E. Schapire},
title = {The Rate of Convergence of AdaBoost},
journal = {CoRR},
volume = {abs/1106.6024},
year = {2011},
url = {http://arxiv.org/abs/1106.6024},
eprinttype = {arXiv},
eprint = {1106.6024},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-6024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-0698,
author = {Theja Tulabandhula and
Cynthia Rudin},
title = {Machine Learning with Operational Costs},
journal = {CoRR},
volume = {abs/1112.0698},
year = {2011},
url = {http://arxiv.org/abs/1112.0698},
eprinttype = {arXiv},
eprint = {1112.0698},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1112-0698.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RudinPRDII10,
author = {Cynthia Rudin and
Rebecca J. Passonneau and
Axinia Radeva and
Haimonti Dutta and
Steve Ierome and
Delfina Isaac},
title = {A process for predicting manhole events in Manhattan},
journal = {Mach. Learn.},
volume = {80},
number = {1},
pages = {1--31},
year = {2010},
url = {https://doi.org/10.1007/s10994-009-5166-y},
doi = {10.1007/S10994-009-5166-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RudinPRDII10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RudinS09,
author = {Cynthia Rudin and
Robert E. Schapire},
title = {Margin-based Ranking and an Equivalence between AdaBoost and RankBoost},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2193--2232},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755860},
doi = {10.5555/1577069.1755860},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RudinS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Rudin09,
author = {Cynthia Rudin},
title = {The P-Norm Push: {A} Simple Convex Ranking Algorithm that Concentrates
at the Top of the List},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {2233--2271},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755861},
doi = {10.5555/1577069.1755861},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Rudin09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cicling/PassonneauRRL09,
author = {Rebecca J. Passonneau and
Cynthia Rudin and
Axinia Radeva and
Zhi An Liu},
editor = {Alexander F. Gelbukh},
title = {Reducing Noise in Labels and Features for a Real World Dataset: Application
of {NLP} Corpus Annotation Methods},
booktitle = {Computational Linguistics and Intelligent Text Processing, 10th International
Conference, CICLing 2009, Mexico City, Mexico, March 1-7, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5449},
pages = {86--97},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-00382-0\_7},
doi = {10.1007/978-3-642-00382-0\_7},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/cicling/PassonneauRRL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/PelossofJVR09,
author = {Raphael Pelossof and
Michael Jones and
Ilia Vovsha and
Cynthia Rudin},
title = {Online coordinate boosting},
booktitle = {12th {IEEE} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2009, Kyoto, Japan, September 27 - October 4, 2009},
pages = {1354--1361},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICCVW.2009.5457454},
doi = {10.1109/ICCVW.2009.5457454},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/PelossofJVR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/RadevaRPI09,
author = {Axinia Radeva and
Cynthia Rudin and
Rebecca J. Passonneau and
Delfina Isaac},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Lukasz A. Kurgan and
Yuan (Alan) Qi},
title = {Report Cards for Manholes: Eliciting Expert Feedback for a Learning
Task},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2009, Miami Beach, Florida, USA, December 13-15, 2009},
pages = {719--724},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICMLA.2009.72},
doi = {10.1109/ICMLA.2009.72},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/RadevaRPI09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RothRHDR08,
author = {Ryan Roth and
Owen Rambow and
Nizar Habash and
Mona T. Diab and
Cynthia Rudin},
title = {Arabic Morphological Tagging, Diacritization, and Lemmatization Using
Lexeme Models and Feature Ranking},
booktitle = {{ACL} 2008, Proceedings of the 46th Annual Meeting of the Association
for Computational Linguistics, June 15-20, 2008, Columbus, Ohio, USA,
Short Papers},
pages = {117--120},
publisher = {The Association for Computer Linguistics},
year = {2008},
url = {https://aclanthology.org/P08-2030/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/RothRHDR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Rudin06,
author = {Cynthia Rudin},
editor = {G{\'{a}}bor Lugosi and
Hans Ulrich Simon},
title = {Ranking with a P-Norm Push},
booktitle = {Learning Theory, 19th Annual Conference on Learning Theory, {COLT}
2006, Pittsburgh, PA, USA, June 22-25, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4005},
pages = {589--604},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11776420\_43},
doi = {10.1007/11776420\_43},
timestamp = {Fri, 08 Sep 2023 21:18:17 +0200},
biburl = {https://dblp.org/rec/conf/colt/Rudin06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/RudinCMS05,
author = {Cynthia Rudin and
Corinna Cortes and
Mehryar Mohri and
Robert E. Schapire},
editor = {Peter Auer and
Ron Meir},
title = {Margin-Based Ranking Meets Boosting in the Middle},
booktitle = {Learning Theory, 18th Annual Conference on Learning Theory, {COLT}
2005, Bertinoro, Italy, June 27-30, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3559},
pages = {63--78},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11503415\_5},
doi = {10.1007/11503415\_5},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/RudinCMS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0502016,
author = {Cynthia Rudin},
title = {Stability Analysis for Regularized Least Squares Regression},
journal = {CoRR},
volume = {abs/cs/0502016},
year = {2005},
url = {http://arxiv.org/abs/cs/0502016},
eprinttype = {arXiv},
eprint = {cs/0502016},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0502016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RudinDS04,
author = {Cynthia Rudin and
Ingrid Daubechies and
Robert E. Schapire},
title = {The Dynamics of AdaBoost: Cyclic Behavior and Convergence of Margins},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1557--1595},
year = {2004},
url = {http://jmlr.org/papers/v5/rudin04a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RudinDS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/RudinSD04,
author = {Cynthia Rudin and
Robert E. Schapire and
Ingrid Daubechies},
editor = {John Shawe{-}Taylor and
Yoram Singer},
title = {Boosting Based on a Smooth Margin},
booktitle = {Learning Theory, 17th Annual Conference on Learning Theory, {COLT}
2004, Banff, Canada, July 1-4, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3120},
pages = {502--517},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-27819-1\_35},
doi = {10.1007/978-3-540-27819-1\_35},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/RudinSD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RudinDS03,
author = {Cynthia Rudin and
Ingrid Daubechies and
Robert E. Schapire},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {On the Dynamics of Boosting},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {1101--1108},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/0747b9be4f90056c30eb5241f06bfe9b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RudinDS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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