$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 $α\in (1,2)$

10 October 2020

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Papers citing "A generalized Catoni's ${\rm M}$-estimator under finite {$α$-th moment assumption} with $α\in (1,2)$"

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Title
Robust estimations from distribution structures: I. Mean Tuobang Li OOD 87 0 0 18 Mar 2024
Tackling Heavy-Tailed Rewards in Reinforcement Learning with Function Approximation: Minimax Optimal and Instance-Dependent Regret Bounds Jiayi Huang Han Zhong Liwei Wang Lin F. Yang 77 10 0 12 Jun 2023
Existence and uniqueness of weighted generalized $ψ$ -estimators M. Barczy Zsolt Páles 65 2 0 11 Nov 2022
Catoni-style confidence sequences for heavy-tailed mean estimation Hongjian Wang Aaditya Ramdas 126 32 0 02 Feb 2022
Robust supervised learning with coordinate gradient descent Stéphane Gaïffas Ibrahim Merad OOD 69 2 0 31 Jan 2022
Non-Asymptotic Guarantees for Robust Statistical Learning under Infinite Variance Assumption Lihu Xu Fang Yao Qiuran Yao Huiming Zhang 69 11 0 10 Jan 2022
Sample Selection with Uncertainty of Losses for Learning with Noisy Labels Xiaobo Xia Tongliang Liu Bo Han Biwei Huang Jun Yu Gang Niu Masashi Sugiyama NoLa 77 113 0 01 Jun 2021
Sharper Sub-Weibull Concentrations Huiming Zhang Haoyu Wei 116 20 0 04 Feb 2021