Outlier-Robust Clustering of Non-Spherical Mixtures

6 May 2020

Papers citing "Outlier-Robust Clustering of Non-Spherical Mixtures"

5 / 5 papers shown

Title
Kalman Filtering with Adversarial Corruptions Sitan Chen Frederic Koehler Ankur Moitra Morris Yau AAML 20 10 0 11 Nov 2021
Polynomial-Time Sum-of-Squares Can Robustly Estimate Mean and Covariance of Gaussians Optimally Pravesh Kothari Peter Manohar Brian Hu Zhang 6 16 0 22 Oct 2021
Learning GMMs with Nearly Optimal Robustness Guarantees Allen Liu Ankur Moitra 11 15 0 19 Apr 2021
Outlier-Robust Learning of Ising Models Under Dobrushin's Condition Ilias Diakonikolas D. Kane Alistair Stewart Yuxin Sun 11 15 0 03 Feb 2021
Robustly Learning any Clusterable Mixture of Gaussians Ilias Diakonikolas Samuel B. Hopkins D. Kane Sushrut Karmalkar 21 45 0 13 May 2020