Pierre Alquier - Publications, H-index & Citations

Pierre Alquier

riken

19H指数

112论文数

1.2K被引数

收录论文 7

发表时间

CONCENTRATION OF DISCREPANCY-BASED APPROXIMATE BAYESIAN COMPUTATION VIA RADEMACHER COMPLEXITY

ANNALS OF STATISTICS

IF3.7

2025-02-01

PREAI

Legramanti, Sirio; Durante, Daniele; Alquier, Pierre

User-friendly Introduction to PAC-Bayes Bounds 用户友好的pac-bayes边界介绍

FOUNDATIONS AND TRENDS IN MACHINE LEARNING

IF25.4

2024-01-01

OAAI

Alquier, Pierre

Estimation of Copulas via Maximum Mean Discrepancy

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2022-03-31

OAAI

Alquier, Pierre; Cherief-Abdellatif, Badr-Eddine; Derumigny, Alexis; Fermanian, Jean-David

CONCENTRATION OF TEMPERED POSTERIORS AND OF THEIR VARIATIONAL APPROXIMATIONS 回火后验及其变分近似值的集中

ANNALS OF STATISTICS

IF3.7

2020-06-01

OAAI

Alquier, Pierre; Ridgway, James

ESTIMATION BOUNDS AND SHARP ORACLE INEQUALITIES OF REGULARIZED PROCEDURES WITH LIPSCHITZ LOSS FUNCTIONS 具有LIPSCHITZ损失函数的正则化过程的估计边界和尖锐的ORACLE不等式

ANNALS OF STATISTICS

IF3.7

2019-08-01

OAAI

Alquier, Pierre; Cottet, Vincent; Lecue, Guillaume

Simpler PAC-Bayesian bounds for hostile data 用于敌对数据的更简单的pac-bayesian边界

MACHINE LEARNING

IF2.9

2017-12-12

OAAI

Alquier, Pierre; Guedj, Benjamin

1-Bit matrix completion: PAC-Bayesian analysis of a variational approximation 1位矩阵补全: 变分逼近的pac-bayesian分析

MACHINE LEARNING

IF2.9

2017-09-19

OAAI

Cottet, Vincent; Alquier, Pierre

研究方向