Pierre C. Bellec
4 papers · 2015–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Half
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
Venues
Research topics
Keywords
oracle inequality
(2)
robust regression
(1)
model aggregation
(1)
isotonic regression
(1)
generalization error
(1)
linear regression
(1)
regularization path
(1)
minimax regret
(1)
proximal algorithm
(1)
heavy-tailed error
(1)
convex regression
(1)
heavy-tailed noise
(1)
proximal method
(1)
ridge penalty
(1)
support aggregation
(1)
out-of-sample error
(1)
adaptive tuning
(1)
proportional asymptotics
(1)
stochastic gradient descent
(1)
robust m-estimator
(1)
Papers
Error estimation and adaptive tuning for unregularized robust M-estimator
JMLR 2025
Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression
NeurIPS 2024
Aggregation of supports along the Lasso path
COLT 2016
Sharp Oracle Bounds for Monotone and Convex Regression Through Aggregation
JMLR 2015