C. Rudin
发表
R. Schapire,
I. Daubechies,
C. Rudin,
2007,
0803.4092.
Cynthia Rudin,
Robert E. Schapire,
Ingrid Daubechies,
2004,
J. Mach. Learn. Res..
R. Schapire,
I. Daubechies,
C. Rudin,
2004
.
H. Hirsh,
C. Rudin,
S. Ertekin,
2011
.
Cynthia Rudin,
Zhi Chen,
Yijie Bei,
2020,
Nat. Mach. Intell..
In Pursuit of Interpretable, Fair and Accurate Machine Learning for Criminal Recidivism Prediction
pdf
Cynthia Rudin,
Bin Han,
Caroline Wang,
2020,
Journal of Quantitative Criminology.
Cynthia Rudin,
Himabindu Lakkaraju,
C. Rudin,
2016,
ArXiv.
Cynthia Rudin,
Berk Ustun,
Jiaming Zeng,
2015,
1503.07810.
Gail E. Kaiser,
Cynthia Rudin,
Roger N. Anderson,
2014
.
Cynthia Rudin,
Haym Hirsh,
Seyda Ertekin,
2014,
Data Mining and Knowledge Discovery.
Cynthia Rudin,
C. Rudin,
2014,
KDD.
Cynthia Rudin,
Jonathan Su,
Chaofan Chen,
2018
.
Cynthia Rudin,
Robert E. Schapire,
Ingrid Daubechies,
2003,
NIPS.
The Bayesian Case Model: A Generative Approach for Case-Based Reasoning and Prototype Classification
Cynthia Rudin,
Been Kim,
Julie A. Shah,
2014,
NIPS.
Cynthia Rudin,
Robert E. Schapire,
Indraneel Mukherjee,
2011,
COLT.
Cynthia Rudin,
C. Rudin,
2009,
J. Mach. Learn. Res..
C. Rudin,
R. Passonneau,
Haimonti Dutta,
2009
.
Cynthia Rudin,
Fulton Wang,
C. Rudin,
2014,
AISTATS.
C. Rudin,
Benjamin Letham,
2012
.
Cynthia Rudin,
Himabindu Lakkaraju,
C. Rudin,
2016
.
Margo I. Seltzer,
C. Rudin,
Hayden McTavish,
2021,
Proceedings of the AAAI Conference on Artificial Intelligence.
C. Rudin,
Tianyu Wang,
Weicheng Ye,
2019
.
Hiba A. Haider,
C. Rudin,
Berk Ustun,
2017,
JAMA neurology.
C. Rudin,
Fulton Wang,
2017
.
C. Rudin,
Zhi Chen,
Yijie Bei,
2020,
Nature Machine Intelligence.
C. Rudin,
T. McCormick,
cSeyda Ertekin,
2015,
1505.07661.
C. Rudin,
Berk Ustun,
M. Westover,
2016,
Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.
C. Rudin,
Eugene Kogan,
Benjamin Letham,
2011
.
Cynthia Rudin,
David Madigan,
Benjamin Letham,
2011
.
Cynthia Rudin,
C. Rudin,
2003
.
Cynthia Rudin,
Ronald C. Kessler,
Stephen V. Faraone,
2017,
JAMA psychiatry.
Cynthia Rudin,
Dimitris Bertsimas,
Allison Chang,
2011
.
C. Rudin,
Sudeepa Roy,
A. Volfovsky,
2018
.
Yining Wang,
C. Rudin,
2018,
AISTATS.
C. Rudin,
2018
.
C. Rudin,
Boyi Xie,
R. Passonneau,
2011
.
Jimmy J. Lin,
Margo I. Seltzer,
Cynthia Rudin,
2020,
ICML.
Margo I. Seltzer,
C. Rudin,
Hayden McTavish,
2021,
ArXiv.
Ronald E. Parr,
C. Rudin,
Lesia Semenova,
2019,
FAccT.
Cynthia Rudin,
John L. Gore,
Fulton Wang,
2015,
Biostatistics.
Cynthia Rudin,
Robert E. Schapire,
R. Schapire,
2007
.
C. Rudin,
T. McCormick,
Chunxiao Li,
2022
.
C. Rudin,
Zhi Chen,
Haiyang Huang,
2022,
ArXiv.
Margo I. Seltzer,
C. Rudin,
Hayden McTavish,
2021,
ArXiv.
C. Rudin,
Hayden McTavish,
Chudi Zhong,
2021,
AAAI.
D. Madigan,
C. Rudin,
T. McCormick,
2011
.
C. Rudin,
Theja Tulabandhula,
2014
.
Kamesh Munagala,
Cynthia Rudin,
Ronald Parr,
2018
.
Duen Horng Chau,
Zijie J. Wang,
Zijie J. Wang,
2022,
2022 IEEE Visualization and Visual Analytics (VIS).
C. Rudin,
Zhi Chen,
Chudi Zhong,
2022,
NeurIPS.
C. Rudin,
Benjamin Letham,
E. Browne,
2015,
bioRxiv.
Y. Mansour,
C. Rudin,
Michal Moshkovitz,
2022,
ArXiv.
C. Rudin,
Mathias Lécuyer,
Ali Behrouz,
2022,
2210.06825.
C. Rudin,
Boxuan Li,
Chudi Zhong,
2022,
NeurIPS.
C. Rudin,
Patrick Jaillet,
Theja Tulabandhula,
2011,
ArXiv.
Alexander C. Ogren,
C. Rudin,
L. Brinson,
2021,
Extreme Mechanics Letters.
R. Schapire,
I. Daubechies,
C. Rudin,
2007
.
C. Rudin,
Theja Tulabandhula,
2011,
Machine Learning.
C. Rudin,
Md. Noor-E-Alam,
Marco Morucci,
2018,
INFORMS Journal on Data Science.
C. Rudin,
Robert Thomas,
Allison Chang,
2012,
Machine Learning.
C. Rudin,
S. Ertekin,
2018,
Math. Program. Comput..
C. Rudin,
Xiaoxuan Zhang,
Jianyou Wang,
2021,
Transactions of the Association for Computational Linguistics.
Cynthia Rudin,
John Benhart,
Tianlin Duan,
2018,
ArXiv.
Cynthia Rudin,
C. Rudin,
2018,
Nature Machine Intelligence.
Katherine A. Heller,
Cynthia Rudin,
Benjamin Letham,
2013,
Data Mining and Knowledge Discovery.
Cynthia Rudin,
Alexandru Damian,
Nikhil Ravi,
2018,
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
Aaron J. Fisher,
F. Dominici,
C. Rudin,
2018,
J. Mach. Learn. Res..
Cynthia Rudin,
Gary King,
Beau Coker,
2018,
Manag. Sci..
Cynthia Rudin,
Tianyu Wang,
Sudeepa Roy,
2017,
J. Mach. Learn. Res..
C. Rudin,
Sudeepa Roy,
A. Volfovsky,
2020,
UAI.
Cynthia Rudin,
Sudeepa Roy,
Awa Dieng,
2019,
AISTATS.
Md. Noor-E-Alam,
Cynthia Rudin,
Marco Morucci,
2018
.
Cynthia Rudin,
Sudeepa Roy,
Awa Dieng,
2018,
1806.06802.
Cynthia Rudin,
Sudeepa Roy,
Awa Dieng,
2018,
ArXiv.
C. Rudin,
Caroline Linjun Wang,
Bin Han,
2020,
Journal of Quantitative Criminology.
C. Rudin,
Zhi Chen,
Chudi Zhong,
2021,
Statistics Surveys.
Cynthia Rudin,
Robert E. Schapire,
Ingrid Daubechies,
2007
.
Cynthia Rudin,
Mehryar Mohri,
Robert E. Schapire,
2005,
COLT.
Cynthia Rudin,
Robert E. Schapire,
Ingrid Daubechies,
2004,
COLT.
Cynthia Rudin,
Berk Ustun,
C. Rudin,
2014,
ArXiv.
Cynthia Rudin,
David Madigan,
Benjamin Letham,
2013,
AAAI.
Cynthia Rudin,
Dimitris Bertsimas,
Allison Chang,
2012
.
Cynthia Rudin,
Theja Tulabandhula,
C. Rudin,
2014,
Machine Learning.
Cynthia Rudin,
Theja Tulabandhula,
C. Rudin,
2014,
ISAIM.
Cynthia Rudin,
Theja Tulabandhula,
C. Rudin,
2011,
J. Mach. Learn. Res..
Cynthia Rudin,
C. Rudin,
2018,
ArXiv.
C. Rudin,
Haiyang Huang,
Yingfan Wang,
2020,
J. Mach. Learn. Res..
Cynthia Rudin,
Theja Tulabandhula,
C. Rudin,
2014,
Big Data.
Cynthia Rudin,
Theja Tulabandhula,
C. Rudin,
2014,
ISAIM.
Cynthia Rudin,
Robert E. Schapire,
R. Schapire,
2009,
J. Mach. Learn. Res..
Cynthia Rudin,
Berk Ustun,
C. Rudin,
2016,
J. Mach. Learn. Res..
Cynthia Rudin,
Şeyda Ertekin,
C. Rudin,
2015,
Big Data.
Cynthia Rudin,
Catherine C. Price,
Randall Davis,
2015,
Machine Learning.
Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model
pdf
Cynthia Rudin,
David Madigan,
Benjamin Letham,
2015,
ArXiv.
Cynthia Rudin,
Berk Ustun,
C. Rudin,
2015,
Machine Learning.
Cynthia Rudin,
Berk Ustun,
Stefano Traca,
2013,
1306.6677.
Cynthia Rudin,
Berk Ustun,
Stefano Tracà,
2013,
AAAI.
Cynthia Rudin,
Leon Wu,
Gail Kaiser,
2011,
KDD4Service '11.
Haimonti Dutta,
Gail E. Kaiser,
David L. Waltz,
2011
.
Guillermo Sapiro,
Cynthia Rudin,
Kafui Dzirasa,
2018,
The Journal of Neuroscience.
Cynthia Rudin,
Francesca Dominici,
Aaron J. Fisher,
2018
.
Cynthia Rudin,
Berk Ustun,
C. Rudin,
2017,
KDD.
Cynthia Rudin,
Gah-Yi Ban,
C. Rudin,
2019,
Oper. Res..
Cynthia Rudin,
GahhYi Vahn,
C. Rudin,
2013
.
Cynthia Rudin,
Siong Thye Goh,
C. Rudin,
2015,
1510.06779.
Cynthia Rudin,
Rachel Lea Draelos,
Divya Koyyalagunta,
2021,
J. Artif. Intell. Res..
C. Rudin,
Nikhil Ravi,
Sachit Menon,
2020,
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
Cynthia Rudin,
Joanna Radin,
C. Rudin,
2019,
1.2.
A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations
pdf
Cynthia Rudin,
Tong Wang,
Chaofan Chen,
2021,
Decision Support Systems.
Cynthia Rudin,
Chaofan Chen,
Tong Wang,
2018,
ArXiv.
Cynthia Rudin,
Leon Wu,
Roger Anderson,
2011,
IEEE 2011 EnergyTech.
Cynthia Rudin,
Benjamin Letham,
Lydia M. Letham,
2015,
KDD.
Cynthia Rudin,
Chaofan Chen,
Hao Liu,
2017,
AAAI.
A case-based interpretable deep learning model for classification of mass lesions in digital mammography
pdf
Joseph Y. Lo,
Cynthia Rudin,
Yinhao Ren,
2021,
Nature Machine Intelligence.
Cynthia Rudin,
Chaofan Chen,
Oscar Li,
2019,
HCOMP.
Cynthia Rudin,
Beau Coker,
Caroline Wang,
2018,
2.1.
Cynthia Rudin,
Berk Ustun,
C. Rudin,
2018,
Interfaces.
Cynthia Rudin,
Theja Tulabandhula,
C. Rudin,
2011,
Machine Learning.
C. Rudin,
Hayden McTavish,
Chudi Zhong,
2021,
2112.00798.
Margo I. Seltzer,
Cynthia Rudin,
Daniel Alabi,
2017,
KDD.
Margo I. Seltzer,
Cynthia Rudin,
Hongyu Yang,
2016,
ICML.
A study in Rashomon curves and volumes: A new perspective on generalization and model simplicity in machine learning
pdf
Cynthia Rudin,
Lesia Semenova,
C. Rudin,
2019,
ArXiv.
Tong Wang,
Cynthia Rudin,
Daniel Wagner,
2013,
ECML/PKDD.
Margo I. Seltzer,
Cynthia Rudin,
Daniel Alabi,
2017,
KDD.
C. Rudin,
Xiao Hu,
Zhicheng Guo,
2021,
Physiological measurement.
Tong Wang,
Cynthia Rudin,
C. Rudin,
2017,
INFORMS J. Comput..
Cynthia Rudin,
Jiayun Dong,
C. Rudin,
2019,
ArXiv.
Jimmy J. Lin,
C. Rudin,
Chudi Zhong,
2020,
ICML.
Margo I. Seltzer,
Cynthia Rudin,
Xiyang Hu,
2019,
NeurIPS.
C. Rudin,
A. Volfovsky,
Marco Morucci,
2023,
2304.01316.
Tong Wang,
Cynthia Rudin,
Rich Sevieri,
2015,
Big Data.
Cynthia Rudin,
Jonathan H. Huggins,
C. Rudin,
2013,
SDM.
Cynthia Rudin,
Jonathan H. Huggins,
C. Rudin,
2014,
ISAIM.
Tong Wang,
Cynthia Rudin,
Daniel Wagner,
2013,
AAAI.
Cynthia Rudin,
Finale Doshi-Velez,
Tong Wang,
2017,
J. Mach. Learn. Res..
Or's of And's for Interpretable Classification, with Application to Context-Aware Recommender Systems
pdf
Yimin Liu,
Tong Wang,
Cynthia Rudin,
2015,
ArXiv.
Cynthia Rudin,
Sudeepa Roy,
Yameng Liu,
2019,
UAI.
C. Rudin,
Chudi Zhong,
M. Seltzer,
2022,
AISTATS.
Cynthia Rudin,
Yaron Shaposhnik,
C. Rudin,
2019,
J. Mach. Learn. Res..
Cynthia Rudin,
Chaofan Chen,
C. Rudin,
2017,
AISTATS.
Cynthia Rudin,
Finale Doshi-Velez,
Tong Wang,
2016,
2016 IEEE 16th International Conference on Data Mining (ICDM).
Tong Wang,
Cynthia Rudin,
C. Rudin,
2015,
ArXiv.
Cynthia Rudin,
Siong Thye Goh,
C. Rudin,
2014,
KDD.
Cynthia Rudin,
Tianyu Wang,
Dawei Geng,
2019,
ArXiv.
Siong Thye Goh,
C. Rudin,
2014
.
Cynthia Rudin,
David Madigan,
Tyler H. McCormick,
2011
.
Cynthia Rudin,
David Madigan,
Tyler H. McCormick,
2012,
1206.6653.
Cynthia Rudin,
Michael Jones,
Raphael Pelossof,
2008,
2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops.
C. Rudin,
Chudi Zhong,
M. Seltzer,
2022,
AISTATS.
Cynthia Rudin,
Benjamin Letham,
C. Rudin,
2015,
Chaos.
Cynthia Rudin,
David Madigan,
Benjamin Letham,
2013,
J. Mach. Learn. Res..
Cynthia Rudin,
Haym Hirsh,
Seyda Ertekin,
2012,
ArXiv.
Cynthia Rudin,
Siong Thye Goh,
C. Rudin,
2018,
ArXiv.
The Secrets of Machine Learning: Ten Things You Wish You Had Known Earlier to be More Effective at Data Analysis
pdf
Cynthia Rudin,
David Carlson,
C. Rudin,
2019,
Operations Research & Management Science in the Age of Analytics.
Cynthia Rudin,
Himabindu Lakkaraju,
C. Rudin,
2017,
AISTATS.
C. Rudin,
L. Brinson,
K. Gall,
2023,
Materials & Design.
Hao Liu,
C. Rudin,
Oscar Li,
2017,
AAAI.
C. Rudin,
Oscar Li,
Jonathan Su,
2018,
NeurIPS.
Cynthia Rudin,
Been Kim,
C. Rudin,
2013,
Data Mining and Knowledge Discovery.
Cynthia Rudin,
Been Kim,
C. Rudin,
2013,
AAAI.
C. Rudin,
Tianyu Wang,
Weicheng Ye,
2019,
FODS.
Cynthia Rudin,
Stefano Tracà,
C. Rudin,
2015,
ArXiv.
C. Rudin,
Weiyu Yan,
Stefano Tracà,
2021,
J. Mach. Learn. Res..
Haimonti Dutta,
David L. Waltz,
Cynthia Rudin,
2012,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
C. Rudin,
Simon Mak,
Yue Jiang,
2021,
ArXiv.
C. Rudin,
Chudi Zhong,
Jiachang Liu,
2023,
arXiv.org.
R. Schapire,
I. Daubechies,
C. Rudin,
2004,
J. Mach. Learn. Res..
Cynthia Rudin,
Tianyu Wang,
C. Rudin,
2020,
ICML.
Cynthia Rudin,
Rafael A. Irizarry,
Eric B. Laber,
2014
.
Cynthia Rudin,
Xiaochen Du,
Jianyou Wang,
2020,
ArXiv.
Cynthia Rudin,
Kiri Wagstaff,
C. Rudin,
2013,
Machine Learning.
Tommi S. Jaakkola,
Cynthia Rudin,
Vikas K. Garg,
2015,
AISTATS.
Cynthia Rudin,
David Madigan,
Benjamin Letham,
2013,
Machine Learning.
Cynthia Rudin,
David Madigan,
Benjamin Letham,
2011,
COLT.
Cynthia Rudin,
Yining Wang,
Yining Wang,
2018,
AISTATS.
Cynthia Rudin,
Jiayun Dong,
C. Rudin,
2020,
Nature Machine Intelligence.
Patrick Jaillet,
Cynthia Rudin,
Theja Tulabandhula,
2011,
ADT.
Cynthia Rudin,
Alexander Volfovsky,
Harsh Parikh,
2018,
J. Mach. Learn. Res..
C. Rudin,
David Page,
Harsh Parikh,
2023,
ArXiv.
C. Rudin,
Harsh Parikh,
A. Volfovsky,
2021,
Observational Studies.
Md. Noor-E-Alam,
Cynthia Rudin,
C. Rudin,
2015
.
C. Rudin,
Mathias Lécuyer,
Ali Behrouz,
2022,
CIKM Workshops.
Jimmy J. Lin,
C. Rudin,
Chudi Zhong,
2020,
ArXiv.
C. Rudin,
Rui Zhang,
M. Seltzer,
2022,
AAAI.
Cynthia Rudin,
Fulton Wang,
C. Rudin,
2017,
ArXiv.
Cynthia Rudin,
Fernanda Bravo,
Yaron Shaposhnik,
2019,
SSRN Electronic Journal.
Cynthia Rudin,
Pouya Mohammadi,
Hunter Gregory,
2020,
FIGLANG.
Nizar Habash,
Cynthia Rudin,
Owen Rambow,
2008,
ACL.
Cynthia Rudin,
C. Rudin,
2006,
COLT.
Joseph Y. Lo,
Cynthia Rudin,
Yinhao Ren,
2021,
ArXiv.
R. Schapire,
I. Daubechies,
C. Rudin,
2022
.
Cynthia Rudin,
Ramin Moghaddass,
C. Rudin,
2018,
ArXiv.
C. Rudin,
Sudeepa Roy,
A. Volfovsky,
2020,
AISTATS.
F. Dominici,
C. Rudin,
Aaron Fisher,
2018
.
Cynthia Rudin,
C. Rudin,
2005,
ArXiv.
C. Rudin,
Caroline Linjun Wang,
Beau Coker,
2020
.