A Unified Approach to Robust Mean Estimation

1 July 2019

Papers citing "A Unified Approach to Robust Mean Estimation"

14 / 14 papers shown

Title
On Private and Robust Bandits Yulian Wu Xingyu Zhou Youming Tao Di Wang 78 7 0 06 Feb 2023
Communication-efficient distributed eigenspace estimation with arbitrary node failures Vasileios Charisopoulos Anil Damle 39 1 0 31 May 2022
Private and Byzantine-Proof Cooperative Decision-Making Abhimanyu Dubey Alex Pentland 77 24 0 27 May 2022
On robustness and local differential privacy Mengchu Li Thomas B. Berrett Yi Yu 88 26 0 03 Jan 2022
Efficient Mean Estimation with Pure Differential Privacy via a Sum-of-Squares Exponential Mechanism Samuel B. Hopkins Gautam Kamath Mahbod Majid FedML 85 62 0 25 Nov 2021
Learning-Augmented $k$ -means Clustering Jon Ergun Zhili Feng Sandeep Silwal David P. Woodruff Samson Zhou 67 34 0 27 Oct 2021
Heavy-tailed Streaming Statistical Estimation Che-Ping Tsai Adarsh Prasad Sivaraman Balakrishnan Pradeep Ravikumar 86 10 0 25 Aug 2021
Adversarially robust change point detection Mengchu Li Yi Yu AAML 53 10 0 21 May 2021
Robust and Heavy-Tailed Mean Estimation Made Simple, via Regret Minimization Samuel B. Hopkins Jingkai Li Fred Zhang OOD 86 62 0 31 Jul 2020
Outlier Robust Mean Estimation with Subgaussian Rates via Stability Ilias Diakonikolas D. Kane Ankit Pensia 80 59 0 30 Jul 2020
Robust subgaussian estimation with VC-dimension Jules Depersin 85 12 0 24 Apr 2020
Generalized Resilience and Robust Statistics Banghua Zhu Jiantao Jiao Jacob Steinhardt 92 45 0 19 Sep 2019
A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates Zhixian Lei K. Luh Prayaag Venkat Fred Zhang 114 35 0 13 Aug 2019
Estimating location parameters in entangled single-sample distributions Ankit Pensia Varun Jog Po-Ling Loh 33 7 0 06 Jul 2019