Tight Analysis of Extra-gradient and Optimistic Gradient Methods For Nonconvex Minimax Problems. - Pouria Mahdavinia; Yuyang Deng; Haochuan Li; Mehrdad Mahdavi (NeurIPS, 2022)

Distributed Personalized Empirical Risk Minimization. - Yuyang Deng; Mohammad Mahdi Kamani; Pouria Mahdavinia; Mehrdad Mahdavi (NeurIPS, 2023)

Low-rank Momentum Factorization for Memory Efficient Training. - Pouria Mahdavinia; Mehrdad Mahdavi (Trans. Mach. Learn. Res., 2025)