Aggregation via empirical risk minimization
type: Item
instance of: scholarly article
title: Aggregation via empirical risk minimization
zbMATH Open document ID: 1206.62094
author: Guillaume Lecué
author: Shahar Mendelson
publication date: 2009-09-25T00:00:00Z
Mathematics Subject Classification ID: 62G99
Mathematics Subject Classification ID: 62G30
Mathematics Subject Classification ID: 62C99
zbMATH DE Number: 5607264
MaRDI profile type: Publication
full work available at URL: s00440-008-0180-8
OpenAlex ID: W2103619557
cites work: Convexity, Classification, and Risk Bounds
cites work: Sequential Procedures for Aggregating Arbitrary Estimators of a Conditional Mean
cites work: Aggregation for Gaussian regression
cites work: Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity
cites work: Uniform Central Limit Theorems
cites work: Optimal rates and adaptation in the single-index model using aggregation
cites work: Some limit theorems for empirical processes (with discussion)
cites work: Subspaces and orthogonal decompositions generated by bounded orthogonal systems
cites work: Learning by mirror averaging
cites work: Suboptimality of Penalized Empirical Risk Minimization in Classification
cites work: The concentration of measure phenomenon
cites work: Q3997990
cites work: The importance of convexity in learning with squared loss
cites work: Complexity regularization via localized random penalties
cites work: Lower Bounds for the Empirical Minimization Algorithm
cites work: On weakly bounded empirical processes
cites work: Reconstruction and subgaussian operators in asymptotic geometric analysis
cites work: Q4511091
cites work: Q4040885
cites work: Learning Theory and Kernel Machines
cites work: Introduction to nonparametric estimation
cites work: Weak convergence and empirical processes. With applications to statistics
DOI: 10.1007/S00440-008-0180-8
published in: Zeitschrift für Wahrscheinlichkeitstheorie und Verwandte Gebiete
description: scientific article; zbMATH DE number 5607264