Lecture Notes: Selected topics on robust statistical learning theory
Machine Learning
2019-08-29 v1 Machine Learning
Statistics Theory
Statistics Theory
Abstract
These notes gather recent results on robust statistical learning theory. The goal is to stress the main principles underlying the construction and theoretical analysis of these estimators rather than provide an exhaustive account on this rapidly growing field. The notes are the basis of lectures given at the conference StatMathAppli 2019.
Keywords
Cite
@article{arxiv.1908.10761,
title = {Lecture Notes: Selected topics on robust statistical learning theory},
author = {Matthieu Lerasle},
journal= {arXiv preprint arXiv:1908.10761},
year = {2019}
}