Oren Mangoubi

activity

20152025

most citedRapid Mixing of Hamiltonian Monte Carlo on Strongly Log-Concave Distributions

70 citations · 138 across the 21 of their papers we have counts for

collaborators

Showing 2020Show all

2 papers · 1 filter

cs.LG2020

A Convergent and Dimension-Independent Min-Max Optimization Algorithm

Vijay Keswani, Oren Mangoubi, Sushant Sachdeva +1

We study a variant of a recently introduced min-max optimization framework where the max-player is constrained to update its parameters in a greedy manner until it reaches a first-…

cs.DS2020

Greedy Adversarial Equilibrium: An Efficient Alternative to Nonconvex-Nonconcave Min-Max Optimization

Oren Mangoubi, Nisheeth K. Vishnoi

Min-max optimization of an objective function $f : R^{d} \times R^{d} \to R$ is an important model for robustness in an adversarial setting, with appl…