Matthieu Lerasle
5 papers · 2012–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
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Research topics
Keywords
oracle inequality
(2)
density estimation
(1)
hypothesis testing
(1)
two-sample test
(1)
robust estimation
(1)
maximum mean discrepancy
(1)
non-asymptotic analysis
(1)
kernel mean embedding
(1)
ensemble averaging
(1)
algorithm
(1)
cost function
(1)
perfect matching
(1)
variance analysis
(1)
hold-out validation
(1)
convex risk
(1)
wild bootstrap
(1)
kernel methods
(1)
sub-gaussian deviation bound
(1)
outlier resistance
(1)
noise
(1)
Papers
Active Ranking and Matchmaking, with Perfect Matchings
ICML 2024
Aggregated Hold-Out
JMLR 2021
MONK Outlier-Robust Mean Embedding Estimation by Median-of-Means
ICML 2019
Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation
JMLR 2016
Kernels Based Tests with Non-asymptotic Bootstrap Approaches for Two-sample Problems
COLT 2012