Robust $k$ -means Clustering for Distributions with Two Moments

6 February 2020

Papers citing "Robust $k$-means Clustering for Distributions with Two Moments"

6 / 6 papers shown

Title
Adversarially robust clustering with optimality guarantees Soham Jana Kun Yang Sanjeev R. Kulkarni AAML 24 2 0 16 Jun 2023
Covariance Estimation: Optimal Dimension-free Guarantees for Adversarial Corruption and Heavy Tails Pedro Abdalla Nikita Zhivotovskiy 30 25 0 17 May 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
Fat-Shattering Dimension of $k$ -fold Aggregations Idan Attias A. Kontorovich 31 2 0 10 Oct 2021
Dimension-free Bounds for Sums of Independent Matrices and Simple Tensors via the Variational Principle Nikita Zhivotovskiy 22 35 0 18 Aug 2021
Learning without Concentration S. Mendelson 82 334 0 01 Jan 2014