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A generalized Catoni’s M-estimator under finite α-th moment assumption with α∈(1,2)

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/9781119383536openalex-snapshot
Statistics for Process Control Engineers
inferredcites →https://doi.org/10.1007/978-3-030-43465-6_13openalex-snapshot
Robust Estimation of the Mean with Bounded Relative Standard Deviation
inferredcites →https://doi.org/10.1007/978-3-642-22147-7openalex-snapshot
Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems
inferredcites →https://doi.org/10.1007/s10208-019-09427-xopenalex-snapshot
Mean Estimation and Regression Under Heavy-Tailed Distributions: A Survey
inferredcites →https://doi.org/10.1007/s10959-020-01004-1openalex-snapshot
Stein’s Method for Asymmetric $$\alpha $$-stable Distributions, with Application to the Stable CLT
inferredcites →https://doi.org/10.1016/j.jmaa.2020.124063openalex-snapshot
A kernel bound for non-symmetric stable distribution and its applications
inferredcites →https://doi.org/10.1017/9781108231596openalex-snapshot
High-Dimensional Probability
inferredcites →https://doi.org/10.1080/01621459.2018.1543124openalex-snapshot
Adaptive Huber Regression
inferredcites →https://doi.org/10.1109/tit.2013.2277869openalex-snapshot
Bandits With Heavy Tail
inferredcites →https://doi.org/10.1214/11-aihp454openalex-snapshot
Challenging the empirical mean and empirical variance: A deviation study
inferredcites →https://doi.org/10.1214/17-aos1588openalex-snapshot
Large covariance estimation through elliptical factor models
inferredcites →https://doi.org/10.1214/18-aap1424openalex-snapshot
Approximation of stable law in Wasserstein-1 distance by Stein’s method
inferredcites →https://doi.org/10.2307/3318720openalex-snapshot
Minimum Contrast Estimators on Sieves: Exponential Bounds and Rates of Convergence
inferredcites →https://doi.org/10.48550/arxiv.1708.00502openalex-snapshot
Estimation of the covariance structure of heavy-tailed distributions

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4722907openalex-extracted
Robust estimations from distribution structures: I. Mean
inferred← citeshttps://doi.org/10.1002/sta4.495openalex-snapshot
Asymptotic normality and confidence region for Catoni's Z estimator
inferred← citeshttps://doi.org/10.1007/s10986-025-09663-5openalex-snapshot
Existence and uniqueness of weighted generalized ψ-estimators
inferred← citeshttps://doi.org/10.1007/s10994-025-06943-6openalex-snapshot
Extended UCB Policies for Multi-armed Bandit Problems
inferred← citeshttps://doi.org/10.1016/j.eij.2024.100479openalex-snapshot
Addressing label noise in leukemia image classification using small loss approach and pLOF with weighted-average ensemble
inferred← citeshttps://doi.org/10.1016/j.spa.2023.05.007openalex-snapshot
Catoni-style confidence sequences for heavy-tailed mean estimation
inferred← citeshttps://doi.org/10.1016/j.spa.2026.104959openalex-snapshot
Nonasymptotic heavy-tailed mean estimation in smooth Banach spaces
inferred← citeshttps://doi.org/10.1016/j.tcs.2025.115071openalex-snapshot
Private least absolute deviations with heavy-tailed data
inferred← citeshttps://doi.org/10.1080/00224065.2025.2523002openalex-snapshot
A new adaptive EWMA control chart based on Catoni’s function for monitoring process variability
inferred← citeshttps://doi.org/10.1109/isit50566.2022.9834670openalex-snapshot
Differentially Private ℓ 1 -norm Linear Regression with Heavy-tailed Data
inferred← citeshttps://doi.org/10.1145/3637528.3671692openalex-snapshot
Double Correction Framework for Denoising Recommendation
inferred← citeshttps://doi.org/10.3390/math10132252openalex-snapshot
Sharper Sub-Weibull Concentrations
inferred← citeshttps://doi.org/10.70675/d8ecd308z06cbz4e17zba3fzccfa3ad4f6f1openalex-snapshot
Robust algorithms and other contributions to machine learning
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