Chudi Zhong
9 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (5)
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
NIPS (4)
AISTATS (2)
ICML (2)
AAAI (1)
Top co-authors
Keywords
decision tree
(3)
interpretable machine learning
(2)
logistic regression
(2)
sparse optimization
(2)
sparse model
(2)
rashomon set
(2)
variable importance
(2)
model selection
(2)
additive model
(1)
generalized linear model
(1)
nonlinear dynamical system
(1)
ensemble method
(1)
sparse ridge regression
(1)
interpretable model
(1)
black box model
(1)
imbalanced datum
(1)
beam search
(1)
generalized additive model
(1)
continuous variable
(1)
sparse classification
(1)
Papers
Models That Are Interpretable But Not Transparent
AISTATS 2025
Position: Amazing Things Come From Having Many Good Models
ICML 2024
OKRidge: Scalable Optimal k-Sparse Ridge Regression
NIPS 2023
Exploring and Interacting with the Set of Good Sparse Generalized Additive Models
NIPS 2023
Fast Sparse Decision Tree Optimization via Reference Ensembles
AAAI 2022
FasterRisk: Fast and Accurate Interpretable Risk Scores
NIPS 2022
Exploring the Whole Rashomon Set of Sparse Decision Trees
NIPS 2022
Fast Sparse Classification for Generalized Linear and Additive Models
AISTATS 2022
Generalized and Scalable Optimal Sparse Decision Trees
ICML 2020