The vanishing learning rate asymptotic for linear \(L^2\)-boosting

DOI10.1051/ps/2024006MaRDI QIDQ6617090

Youssef Esstafa, Clément Dombry

Publication date: 10 October 2024

Published in: European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics (Search for Journal in Brave)

zbMATH Keywords

Markov chainstochastic algorithmboostingstatistical learningnon parametric regressionconvergence of stochastic process

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) (60J20)

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