Lecture Notes: Selected topics on robust statistical learning theory

28 August 2019

Papers citing "Lecture Notes: Selected topics on robust statistical learning theory"

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Title
On the Curses of Future and History in Future-dependent Value Functions for Off-policy Evaluation Yuheng Zhang Nan Jiang OffRL 27 4 0 22 Feb 2024
On deviation probabilities in non-parametric regression Anna Ben-Hamou A. Guyader 26 1 0 25 Jan 2023
Concentration inequalities of MLE and robust MLE Xiaowei Yang Xinqiao Liu Haoyu Wei 14 1 0 17 Oct 2022
Non-Asymptotic Guarantees for Robust Statistical Learning under Infinite Variance Assumption Lihu Xu Fang Yao Qiuran Yao Huiming Zhang 35 10 0 10 Jan 2022
Uniform Concentration Bounds toward a Unified Framework for Robust Clustering Debolina Paul Saptarshi Chakraborty Swagatam Das Jason Xu 12 16 0 27 Oct 2021
A spectral algorithm for robust regression with subgaussian rates Jules Depersin 19 14 0 12 Jul 2020
Robust subgaussian estimation with VC-dimension Jules Depersin 25 12 0 24 Apr 2020
Learning without Concentration S. Mendelson 85 334 0 01 Jan 2014