Jin-Hong Du
5 papers · 2023–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICML (2)
NIPS (2)
JMLR (1)
Top co-authors
Keywords
prediction risk
(2)
ridge regression
(2)
asymptotic analysis
(1)
neural representation
(1)
ensemble method
(1)
implicit regularization
(1)
linear model
(1)
ridge regularization
(1)
operator norm
(1)
kernel methods
(1)
pretrained feature
(1)
risk equivalence
(1)
double descent
(1)
ensemble ridge estimator
(1)
ensemble learning
(1)
Papers
Implicit Regularization Paths of Weighted Neural Representations
NIPS 2024
Optimal Ridge Regularization for Out-of-Distribution Prediction
ICML 2024
Generalized equivalences between subsampling and ridge regularization
NIPS 2023
Subsample Ridge Ensembles: Equivalences and Generalized Cross-Validation
ICML 2023
Bagging in overparameterized learning: Risk characterization and risk monotonization
JMLR 2023