Chudi Zhong

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Generalized Additive Models

Grand Challenges

Interactive Visualization

Top Venues

Publications

Cynthia Rudin, Chudi Zhong, Lesia Semenova, Margo I. Seltzer, Ronald Parr, Jiachang Liu, Srikar Katta, Jon Donnelly, Harry Chen, Zachery Boner
Amazing Things Come From Having Many Good Models. CoRR (2024)
Jiachang Liu, Sam Rosen, Chudi Zhong, Cynthia Rudin
OKRidge: Scalable Optimal k-Sparse Ridge Regression for Learning Dynamical Systems. CoRR (2023)
Jiachang Liu, Sam Rosen, Chudi Zhong, Cynthia Rudin
OKRidge: Scalable Optimal k-Sparse Ridge Regression. NeurIPS (2023)
Chudi Zhong, Zhi Chen, Jiachang Liu, Margo I. Seltzer, Cynthia Rudin
Exploring and Interacting with the Set of Good Sparse Generalized Additive Models. NeurIPS (2023)
Zhi Chen, Chudi Zhong, Margo I. Seltzer, Cynthia Rudin
Understanding and Exploring the Whole Set of Good Sparse Generalized Additive Models. CoRR (2023)
Jiachang Liu, Chudi Zhong, Boxuan Li, Margo I. Seltzer, Cynthia Rudin
FasterRisk: Fast and Accurate Interpretable Risk Scores. NeurIPS (2022)
Zijie J. Wang, Chudi Zhong, Rui Xin, Takuya Takagi, Zhi Chen, Duen Horng Chau, Cynthia Rudin, Margo I. Seltzer
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization. IEEE VIS (Short Papers) (2022)
Rui Xin, Chudi Zhong, Zhi Chen, Takuya Takagi, Margo I. Seltzer, Cynthia Rudin
Exploring the Whole Rashomon Set of Sparse Decision Trees. CoRR (2022)
Jiachang Liu, Chudi Zhong, Margo I. Seltzer, Cynthia Rudin
Fast Sparse Classification for Generalized Linear and Additive Models. CoRR (2022)
Rui Xin, Chudi Zhong, Zhi Chen, Takuya Takagi, Margo I. Seltzer, Cynthia Rudin
Exploring the Whole Rashomon Set of Sparse Decision Trees. NeurIPS (2022)
Jiachang Liu, Chudi Zhong, Margo I. Seltzer, Cynthia Rudin
Fast Sparse Classification for Generalized Linear and Additive Models. AISTATS (2022)
Hayden McTavish, Chudi Zhong, Reto Achermann, Ilias Karimalis, Jacques Chen, Cynthia Rudin, Margo I. Seltzer
Fast Sparse Decision Tree Optimization via Reference Ensembles. AAAI (2022)
Zijie J. Wang, Chudi Zhong, Rui Xin, Takuya Takagi, Zhi Chen, Duen Horng Chau, Cynthia Rudin, Margo I. Seltzer
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization. CoRR (2022)
Jiachang Liu, Chudi Zhong, Boxuan Li, Margo I. Seltzer, Cynthia Rudin
FasterRisk: Fast and Accurate Interpretable Risk Scores. CoRR (2022)
Hayden McTavish, Chudi Zhong, Reto Achermann, Ilias Karimalis, Jacques Chen, Cynthia Rudin, Margo I. Seltzer
Fast Sparse Decision Tree Optimization via Reference Ensembles. CoRR (2021)
Cynthia Rudin, Chaofan Chen, Zhi Chen, Haiyang Huang, Lesia Semenova, Chudi Zhong
Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges. CoRR (2021)
Jimmy Lin, Chudi Zhong, Diane Hu, Cynthia Rudin, Margo I. Seltzer
Generalized Optimal Sparse Decision Trees. CoRR (2020)
Jimmy Lin, Chudi Zhong, Diane Hu, Cynthia Rudin, Margo I. Seltzer
Generalized and Scalable Optimal Sparse Decision Trees. ICML (2020)