works on
block dynamics 1ising p-spin model 1markov chain monte carlo 1parallel sampling 1stochastic localization 1

From the 1 of 3 linked papers with an AI index.

activity
20242026
collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2024

Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD

Aniket Das, Dheeraj Nagaraj, Soumyabrata Pal +2

We consider the problem of high-dimensional heavy-tailed statistical estimation in the streaming setting, which is much harder than the traditional batch setting due to memory cons…