Batiste Le Bars
8 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (5)
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Interdisciplinary Bridge
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Cross-Pollinator
(7)
π₯
Unstoppable
(6)
Conferences
ICML (5)
AISTATS (2)
JMLR (1)
Top co-authors
Keywords
graph structure learning
(2)
federated learning
(2)
conformal prediction
(1)
transfer learning
(1)
robust statistics
(1)
ising model
(1)
outlier detection
(1)
nonparametric estimation
(1)
change-point detection
(1)
laplacian matrix
(1)
kernel density estimation
(1)
quantile estimation
(1)
convergence rate
(1)
data heterogeneity
(1)
prediction set
(1)
gradient estimator
(1)
first-order method
(1)
communication topology
(1)
graph signal
(1)
spectral representation
(1)
Papers
On Volume Minimization in Conformal Regression
ICML 2025
Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm
ICML 2024
Minimax Excess Risk of First-Order Methods for Statistical Learning with Data-Dependent Oracles
AISTATS 2024
Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data
AISTATS 2023
One-Shot Federated Conformal Prediction
ICML 2023
Robust Kernel Density Estimation with Median-of-Means principle
ICML 2022
Learning Laplacian Matrix from Graph Signals with Sparse Spectral Representation
JMLR 2021
Learning the piece-wise constant graph structure of a varying Ising model
ICML 2020