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Author

Chudi Zhong

Observed name: Zhong, Chudi
OpenAlex ID: A5086339933
Interpretable machine learning: Fundamental principles and 10 grand challenges
2022 · Cynthia Rudin, Chaofan Chen, et al. · Statistics Surveys · 954
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Generalized and Scalable Optimal Sparse Decision Trees
2020 · Lin, Jimmy, Zhong, Chudi, et al. · arXiv (Cornell University) · 86
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Fast Sparse Decision Tree Optimization via Reference Ensembles
2022 · Hayden McTavish, Chudi Zhong, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 31
Exploring the Whole Rashomon Set of Sparse Decision Trees
2022 · Xin, Rui, Zhong, Chudi, et al. · PubMed · 23
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TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization
2022 · Zijie J. Wang, Chudi Zhong, et al. · Visualization · 22
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FasterRisk: Fast and Accurate Interpretable Risk Scores
2022 · Jiachang Liu, Chudi Zhong, et al. · neural information processing systems · 15
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Exploring the Whole Rashomon Set of Sparse Decision Trees
2022 · Rui Xin, Chudi Zhong, et al. · neural information processing systems · 12
Amazing Things Come From Having Many Good Models
2024 · Rudin, Cynthia, Zhong, Chudi, et al. · arXiv (Cornell University) · 7
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Fast Sparse Classification for Generalized Linear and Additive Models
2022 · Liu, Jiachang, Zhong, Chudi, et al. · PubMed · 5
Exploring and Interacting with the Set of Good Sparse Generalized Additive Models
2023 · Chudi Zhong, Zhi Chen, et al. · neural information processing systems · 4
Generalized Optimal Sparse Decision Trees.
2020 · Jimmy Lin, Chudi Zhong, et al. · arXiv (Cornell University) · 3
OKRidge: Scalable Optimal k-Sparse Ridge Regression
2023 · Jiachang Liu, Sam Rosen, et al. · neural information processing systems · 2
How Smart Guessing Strategies Can Yield Massive Scalability Improvements for Sparse Decision Tree Optimization
2021 · Hayden McTavish, Chudi Zhong, et al. · arXiv (Cornell University) · 2
OKRidge: Scalable Optimal k-Sparse Ridge Regression
2023 · Liu, Jiachang, Rosen, Sam, et al. · PubMed · 1
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Exploring and Interacting with the Set of Good Sparse Generalized Additive Models
2023 · Zhong, Chudi, Chen, Zhi, et al. · PubMed · 1
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Interpretable Hypergraph Learning via Neural Additive Models
2026 · Feng, Shihan, Zheng, Xin, et al. · arXiv (Cornell University)
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The Asymmetric Harms of LLM Compression
2026 · Wu, Yuan, Li, Mairui, et al. · arXiv (Cornell University)
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Where You Inject Diversity Matters: A Unified Framework for Diverse Generation
2026 · Zhang, Cheng, Xin, Rui, et al. · arXiv (Cornell University)
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Parameter-Efficient Construction of the Rashomon Slice for Concept Bottleneck Models
2025 · Feng, Shihan, Zhang, Cheng, et al. · arXiv (Cornell University)
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Models That Are Interpretable But Not Transparent
2025 · Zhong, Chudi, Chen, Panyu, et al. · arXiv (Cornell University)
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The Rashomon Set Has It All: Analyzing Trustworthiness of Trees under Multiplicity
2025 · Ethan Hsu, Tony Cao, et al. · neural information processing systems
Works count: 22
Citation count: 1,168
H-index: 7
I10-index: 7
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