Chudi Zhong

Interpretable machine learning: Fundamental principles and 10 grand challenges

Cynthia Rudin, Chaofan Chen, Zhi Chen et al. · Statistics Surveys · 2022 · 784 citations · Full text

Artificial Intelligence, Reasoning, Interpretable Machine Learning +13

Generalized and Scalable Optimal Sparse Decision Trees

Jimmy Lin, Chudi Zhong, Diane Hu et al. · arXiv (Cornell University) · 2020 · 41 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Fast Sparse Decision Tree Optimization via Reference Ensembles

Hayden McTavish, Chudi Zhong, Reto Achermann et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 26 citations · Full text

Exploring the Whole Rashomon Set of Sparse Decision Trees

Rui Xin, Chudi Zhong, Zhi Chen et al. · PubMed · 2022 · 21 citations · Full text

TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization

Zijie J. Wang, Chudi Zhong, Rui Xin et al. · 2022 · 20 citations