activity
20222026
most citedFaster Rates of Convergence to Stationary Points in Differentially Private Optimization

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

collaborators
Showing 2026Show all

2 papers · 1 filter

math.ST2026

Statistical Rates for Entropic Optimal Transport in the Discrete to SubGaussian Regime

Tomas Gonzalez, Gonzalo Mena

We study statistical rates in entropic optimal transport in the semi-discrete regime where one measure has finite support and the other is subGaussian. Our main result establishes…

cs.LG2026

FoggyTrust: Robust Federated Learning with Hierarchical Trust Networks

Emmanuel Rassou, Tomas Gonzalez

Byzantine-robust federated learning seeks to protect distributed model training from malicious or corrupted clients without requiring access to their private data. FLTrust addresse…