Pierre C Bellec
5 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (8) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
Conferences
NIPS (3)
COLT (1)
ICML (1)
Top co-authors
Research topics
Keywords
asymptotic normality
(2)
stochastic gradient descent
(1)
robust regression
(1)
high-dimensional statistics
(1)
multinomial logistic regression
(1)
generalization error
(1)
maximum likelihood estimation
(1)
regularized m-estimators
(1)
proximal algorithm
(1)
heavy-tailed error
(1)
confidence interval
(1)
ridge regularization
(1)
proximal method
(1)
neural network
(1)
gradient-lipschitz loss
(1)
elastic-net penalty
(1)
effective degrees of freedom
(1)
out-of-sample error
(1)
adaptive tuning
(1)
random features model
(1)
Papers
Phase transitions for the existence of unregularized M-estimators in single index models
ICML 2025
Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression
NIPS 2024
Multinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions
NIPS 2023
Derivatives and residual distribution of regularized M-estimators with application to adaptive tuning
COLT 2022
Asymptotic normality and confidence intervals for derivatives of 2-layers neural network in the random features model
NIPS 2020