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