Pierre C Bellec
5 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Keywords
asymptotic normality
(2)
high-dimensional statistics
(2)
robust regression
(1)
multinomial logistic regression
(1)
generalization error
(1)
maximum likelihood estimation
(1)
regularized m-estimators
(1)
elastic net
(1)
m-estimators
(1)
proximal algorithm
(1)
heavy-tailed error
(1)
confidence interval
(1)
single-index model
(1)
nonlinear system
(1)
tuning parameter selection
(1)
elastic net penalty
(1)
ridge regularization
(1)
link function
(1)
proximal method
(1)
huber loss
(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
NeurIPS 2024
Multinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions
NeurIPS 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
NeurIPS 2020