Zhong, Chudi

10 publications

AISTATS 2025 Models That Are Interpretable but Not Transparent Chudi Zhong, Panyu Chen, Cynthia Rudin

NeurIPS 2025 The Rashomon Set Has It All: Analyzing Trustworthiness of Trees Under Multiplicity Ethan Hsu, Tony Cao, Lesia Semenova, Chudi Zhong

ICML 2024 Position: Amazing Things Come from Having Many Good Models Cynthia Rudin, Chudi Zhong, Lesia Semenova, Margo Seltzer, Ronald Parr, Jiachang Liu, Srikar Katta, Jon Donnelly, Harry Chen, Zachery Boner

NeurIPS 2023 Exploring and Interacting with the Set of Good Sparse Generalized Additive Models Chudi Zhong, Zhi Chen, Jiachang Liu, Margo Seltzer, Cynthia Rudin

NeurIPS 2023 OKRidge: Scalable Optimal K-Sparse Ridge Regression Jiachang Liu, Sam Rosen, Chudi Zhong, Cynthia Rudin

AISTATS 2022 Fast Sparse Classification for Generalized Linear and Additive Models Jiachang Liu, Chudi Zhong, Margo Seltzer, Cynthia Rudin

NeurIPS 2022 Exploring the Whole Rashomon Set of Sparse Decision Trees Rui Xin, Chudi Zhong, Zhi Chen, Takuya Takagi, Margo Seltzer, Cynthia Rudin

AAAI 2022 Fast Sparse Decision Tree Optimization via Reference Ensembles Hayden McTavish, Chudi Zhong, Reto Achermann, Ilias Karimalis, Jacques Chen, Cynthia Rudin, Margo I. Seltzer

NeurIPS 2022 FasterRisk: Fast and Accurate Interpretable Risk Scores Jiachang Liu, Chudi Zhong, Boxuan Li, Margo Seltzer, Cynthia Rudin

ICML 2020 Generalized and Scalable Optimal Sparse Decision Trees Jimmy Lin, Chudi Zhong, Diane Hu, Cynthia Rudin, Margo Seltzer