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K-bMOM: a robust Lloyd-type clustering algorithm based on bootstrap Median-of-Means

Computational Statistics & Data Analysis (CSDA), 2020

10 February 2020

Papers citing "K-bMOM: a robust Lloyd-type clustering algorithm based on bootstrap Median-of-Means"

6 / 6 papers shown

Convex Clustering Redefined: Robust Learning with the Median of Means Estimator

Saptarshi Chakraborty

134

12 Nov 2025

On the Optimality of the Median-of-Means Estimator under Adversarial Contamination

Xabier de Juan

Santiago Mazuelas

138

09 Oct 2025

Adversarially robust clustering with optimality guaranteesIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2023

388

16 Jun 2023

Robust Linear Predictions: Analyses of Uniform Concentration, Fast Rates and Model Misspecification

Saptarshi Chakraborty

Debolina Paul

Swagatam Das

OOD

299

06 Jan 2022

Uniform Concentration Bounds toward a Unified Framework for Robust Clustering

Debolina Paul

Saptarshi Chakraborty

Swagatam Das

Jason Xu

192

27 Oct 2021

Robust Principal Component Analysis: A Median of Means ApproachIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021

Debolina Paul

Saptarshi Chakraborty

Swagatam Das

259

05 Feb 2021