2 papers
cs.CR2022
Robust Online and Distributed Mean Estimation Under Adversarial Data Corruption
Tong Yao, Shreyas Sundaram
We study robust mean estimation in an online and distributed scenario in the presence of adversarial data attacks. At each time step, each agent in a network receives a potentially…
cs.LG2021
Distributed Estimation of Sparse Inverse Covariances
Tong Yao, Shreyas Sundaram
Learning the relationships between various entities from time-series data is essential in many applications. Gaussian graphical models have been studied to infer these relationship…