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Pierre Alquier

riken

19H-index
112Paper Count
1.2KCitation Count
Published Papers 7
Publication Date
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CONCENTRATION OF DISCREPANCY-BASED APPROXIMATE BAYESIAN COMPUTATION VIA RADEMACHER COMPLEXITY
errANNALS OF STATISTICS
IF3.7
err2025-02-01
err0
PREAI
errLegramanti, Sirio; Durante, Daniele; Alquier, Pierre
errShare
errSave
User-friendly Introduction to PAC-Bayes Bounds
errFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
err2024-01-01
err4
errOAAI
errAlquier, Pierre
errShare
errSave
Estimation of Copulas via Maximum Mean Discrepancy
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2022-03-31
err4
errOAAI
errAlquier, Pierre; Cherief-Abdellatif, Badr-Eddine; Derumigny, Alexis; Fermanian, Jean-David
errShare
errSave
CONCENTRATION OF TEMPERED POSTERIORS AND OF THEIR VARIATIONAL APPROXIMATIONS
errANNALS OF STATISTICS
IF3.7
err2020-06-01
err46
errOAAI
errAlquier, Pierre; Ridgway, James
errShare
errSave
ESTIMATION BOUNDS AND SHARP ORACLE INEQUALITIES OF REGULARIZED PROCEDURES WITH LIPSCHITZ LOSS FUNCTIONS
errANNALS OF STATISTICS
IF3.7
err2019-08-01
err32
errOAAI
errAlquier, Pierre; Cottet, Vincent; Lecue, Guillaume
errShare
errSave
Simpler PAC-Bayesian bounds for hostile data
errMACHINE LEARNING
IF2.9
err2017-12-12
err37
errOAAI
errAlquier, Pierre; Guedj, Benjamin
errShare
errSave
1-Bit matrix completion: PAC-Bayesian analysis of a variational approximation
errMACHINE LEARNING
IF2.9
err2017-09-19
err20
errOAAI
errCottet, Vincent; Alquier, Pierre
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errSave

Research Directions

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Co-authors
Cooperation Journals
J
Jean‐David Fermanian
H-index: 25 · Papers: 144
J
James Ridgway
H-index: 20 · Papers: 77
G
Guillaume Lecué
H-index: 19 · Papers: 89
D
Daniele Durante
H-index: 13 · Papers: 74
B
Benjamin Guedj
H-index: 11 · Papers: 120
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