Heavy-tailed Streaming Statistical Estimation

Che-Ping Tsai, Adarsh Prasad, Sivaraman Balakrishnan +1

We consider the task of heavy-tailed statistical estimation given streaming $p$-dimensional samples. This could also be viewed as stochastic optimization under heavy-tailed distrib…