A Unified Approach to Robust Mean Estimation

1 July 2019

Papers citing "A Unified Approach to Robust Mean Estimation"

11 / 11 papers shown

Title
On Private and Robust Bandits Yulian Wu Xingyu Zhou Youming Tao Di Wang 24 5 0 06 Feb 2023
Huber-Robust Confidence Sequences Hongjian Wang Aaditya Ramdas 32 13 0 23 Jan 2023
Communication-efficient distributed eigenspace estimation with arbitrary node failures Vasileios Charisopoulos Anil Damle 16 1 0 31 May 2022
Private and Byzantine-Proof Cooperative Decision-Making Abhimanyu Dubey Alex Pentland 19 24 0 27 May 2022
Learning-Augmented $k$ -means Clustering Jon Ergun Zhili Feng Sandeep Silwal David P. Woodruff Samson Zhou 26 30 0 27 Oct 2021
Adversarially robust change point detection Mengchu Li Yi Yu AAML 27 10 0 21 May 2021
Outlier Robust Mean Estimation with Subgaussian Rates via Stability Ilias Diakonikolas D. Kane Ankit Pensia 29 57 0 30 Jul 2020
Generalization Bounds in the Presence of Outliers: a Median-of-Means Study Pierre Laforgue Guillaume Staerman Stéphan Clémençon 13 3 0 09 Jun 2020
Robust subgaussian estimation with VC-dimension Jules Depersin 27 12 0 24 Apr 2020
A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Zhixian Lei K. Luh Prayaag Venkat Fred Zhang 66 34 0 13 Aug 2019
Estimating location parameters in entangled single-sample distributions Ankit Pensia Varun Jog Po-Ling Loh 14 7 0 06 Jul 2019