Learning Entangled Single-Sample Gaussians in the Subset-of-Signals Model

10 July 2020

Papers citing "Learning Entangled Single-Sample Gaussians in the Subset-of-Signals Model"

11 / 11 papers shown

Title
Efficient Multivariate Robust Mean Estimation Under Mean-Shift Contamination Ilias Diakonikolas Giannis Iakovidis D. Kane Thanasis Pittas 183 0 0 20 Feb 2025
Learning Entangled Single-Sample Distributions via Iterative Trimming Hui Yuan Yingyu Liang 48 7 0 20 Apr 2020
Estimating location parameters in entangled single-sample distributions Ankit Pensia Varun Jog Po-Ling Loh 33 7 0 06 Jul 2019
High-Dimensional Robust Mean Estimation in Nearly-Linear Time Yu Cheng Ilias Diakonikolas Rong Ge 61 124 0 23 Nov 2018
Heteroskedastic PCA: Algorithm, Optimality, and Applications Anru R. Zhang T. Tony Cai Yihong Wu 177 72 0 19 Oct 2018
Robustly Learning a Gaussian: Getting Optimal Error, Efficiently Ilias Diakonikolas Gautam Kamath D. Kane Jerry Li Ankur Moitra Alistair Stewart 85 135 0 12 Apr 2017
Asymptotic performance of PCA for high-dimensional heteroscedastic data David Hong Laura Balzano Jeffrey A. Fessler 51 55 0 20 Mar 2017
Being Robust (in High Dimensions) Can Be Practical Ilias Diakonikolas Gautam Kamath D. Kane Jerry Li Ankur Moitra Alistair Stewart 123 255 0 02 Mar 2017
Robust Estimators in High Dimensions without the Computational Intractability Ilias Diakonikolas Gautam Kamath D. Kane Jingkai Li Ankur Moitra Alistair Stewart 75 513 0 21 Apr 2016
Polynomial Learning of Distribution Families M. Belkin Kaushik Sinha 399 226 0 27 Apr 2010
Settling the Polynomial Learnability of Mixtures of Gaussians Ankur Moitra Gregory Valiant 257 343 0 23 Apr 2010