Kullback-Leibler excess risk bounds for exponential weighted aggregation in Generalized linear models

14 April 2025

Papers citing "Kullback-Leibler excess risk bounds for exponential weighted aggregation in Generalized linear models"

11 / 11 papers shown

Title
Generalization Bounds: Perspectives from Information Theory and PAC-Bayes Fredrik Hellström G. Durisi Benjamin Guedj Maxim Raginsky 47 38 0 08 Sep 2023
Risk bounds for aggregated shallow neural networks using Gaussian prior L. Tinsi A. Dalalyan BDL 64 7 0 21 Dec 2021
A Primer on PAC-Bayesian Learning Benjamin Guedj 161 223 0 16 Jan 2019
High-dimensional classification by sparse logistic regression F. Abramovich V. Grinshtein 45 56 0 26 Jun 2017
Model selection and minimax estimation in generalized linear models F. Abramovich V. Grinshtein 96 27 0 30 Sep 2014
Sparse single-index model Pierre Alquier Gérard Biau 123 91 0 17 Jan 2011
Kullback-Leibler aggregation and misspecified generalized linear models Philippe Rigollet FedML 122 82 0 16 Nov 2009
Sparse Regression Learning by Aggregation and Langevin Monte-Carlo A. Dalalyan Alexandre B. Tsybakov 190 180 0 06 Mar 2009
High-dimensional generalized linear models and the lasso Sara van de Geer 632 756 0 04 Apr 2008
Spatial aggregation of local likelihood estimates with applications to classification Denis Belomestny V. Spokoiny 104 45 0 06 Dec 2007
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 308 461 0 03 Dec 2007