Mean estimation and regression under heavy-tailed distributions--a
survey

Mean estimation and regression under heavy-tailed distributions--a survey

10 June 2019

Gabor Lugosi

Papers citing "Mean estimation and regression under heavy-tailed distributions--a survey"

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Title
$A generalized Catoni's ${\rm M}$-estimator under finite {$α$-th moment assumption} with $α\in (1,2)$$ A generalized Catoni's ${\rm M}$ -estimator under finite { $α$ -th moment assumption} with $α\in (1,2)$ Peng Chen Xinghu Jin Xiang Li Lihu Xu 24 24 0 10 Oct 2020
Outlier Robust Mean Estimation with Subgaussian Rates via Stability Ilias Diakonikolas D. Kane Ankit Pensia 29 57 0 30 Jul 2020
A spectral algorithm for robust regression with subgaussian rates Jules Depersin 23 14 0 12 Jul 2020
Robust subgaussian estimation with VC-dimension Jules Depersin 27 12 0 24 Apr 2020
A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Zhixian Lei K. Luh Prayaag Venkat Fred Zhang 66 34 0 13 Aug 2019
Learning without Concentration for General Loss Functions S. Mendelson 63 65 0 13 Oct 2014
Learning without Concentration S. Mendelson 92 333 0 01 Jan 2014