activity
20222024
most citedA Unified Framework for Center-based Clustering of Distributed Data

2 citations · 3 across the 5 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023

High-probability Convergence Bounds for Nonlinear Stochastic Gradient Descent Under Heavy-tailed Noise

Aleksandar Armacki, Pranay Sharma, Gauri Joshi +3

We study high-probability convergence guarantees of learning on streaming data in the presence of heavy-tailed noise. In the proposed scenario, the model is updated in an online fa…