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Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges

C. Rudin, C. Chen, Z. Chen, H. Huang, L. Semenova, and C. Zhong. (2021)cite arxiv:2103.11251.

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Chudi Okechukwu

Chudi Iwobi

Gang Zhong

Lianmin Zhong

Weimin Zhong

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TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization.Z. Wang, C. Zhong, R. Xin, T. Takagi, Z. Chen, D. Chau, C. Rudin, and M. Seltzer. IEEE VIS (Short Papers), page 60-64. IEEE, (2022)Fast Sparse Decision Tree Optimization via Reference Ensembles.H. McTavish, C. Zhong, R. Achermann, I. Karimalis, J. Chen, C. Rudin, and M. Seltzer. AAAI, page 9604-9613. AAAI Press, (2022)Interpretable Machine Learning: Fundamental Principles and 10 Grand ChallengesC. Rudin, C. Chen, Z. Chen, H. Huang, L. Semenova, and C. Zhong. (2021)cite arxiv:2103.11251.Generalized and Scalable Optimal Sparse Decision Trees.J. Lin, C. Zhong, D. Hu, C. Rudin, and M. Seltzer. ICML, volume 119 of Proceedings of Machine Learning Research, page 6150-6160. PMLR, (2020)FasterRisk: Fast and Accurate Interpretable Risk Scores.J. Liu, C. Zhong, B. Li, M. Seltzer, and C. Rudin. NeurIPS, (2022)Position: Amazing Things Come From Having Many Good Models.C. Rudin, C. Zhong, L. Semenova, M. Seltzer, R. Parr, J. Liu, S. Katta, J. Donnelly, H. Chen, and Z. Boner. ICML, OpenReview.net, (2024)Fast Sparse Classification for Generalized Linear and Additive Models.J. Liu, C. Zhong, M. Seltzer, and C. Rudin. AISTATS, volume 151 of Proceedings of Machine Learning Research, page 9304-9333. PMLR, (2022)Exploring the Whole Rashomon Set of Sparse Decision Trees.R. Xin, C. Zhong, Z. Chen, T. Takagi, M. Seltzer, and C. Rudin. NeurIPS, (2022)Amazing Things Come From Having Many Good Models.C. Rudin, C. Zhong, L. Semenova, M. Seltzer, R. Parr, J. Liu, S. Katta, J. Donnelly, H. Chen, and Z. Boner. CoRR, (2024)

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Disambiguation of "Zhong, Chudi"

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Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges

Please choose a person to relate this publication to

Chudi Okechukwu

Chudi Iwobi

Gang Zhong

Lianmin Zhong

Weimin Zhong

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Zhong, Chudi"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges

Please choose a person to relate this publication to

Chudi Okechukwu

Chudi Iwobi

Gang Zhong

Lianmin Zhong

Weimin Zhong

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges