Survival of the strictest: Stable and unstable equilibria under regularized learning with partial information A Giannou, EV Vlatakis-Gkaragkounis, P Mertikopoulos Conference on Learning Theory, 2147-2148, 2021 | 24 | 2021 |
Looped transformers as programmable computers A Giannou, S Rajput, J Sohn, K Lee, JD Lee, D Papailiopoulos arXiv preprint arXiv:2301.13196, 2023 | 16 | 2023 |
On the rate of convergence of regularized learning in games: From bandits and uncertainty to optimism and beyond A Giannou, EV Vlatakis-Gkaragkounis, P Mertikopoulos Advances in Neural Information Processing Systems 34, 22655-22666, 2021 | 15 | 2021 |
On the convergence of policy gradient methods to Nash equilibria in general stochastic games A Giannou, K Lotidis, P Mertikopoulos, EV Vlatakis-Gkaragkounis Advances in Neural Information Processing Systems 35, 7128-7141, 2022 | 3 | 2022 |
Dissecting Chain-of-Thought: A Study on Compositional In-Context Learning of MLPs Y Li, K Sreenivasan, A Giannou, D Papailiopoulos, S Oymak arXiv preprint arXiv:2305.18869, 2023 | 2 | 2023 |
The Expressive Power of Tuning Only the Norm Layers A Giannou, S Rajput, D Papailiopoulos arXiv preprint arXiv:2302.07937, 2023 | 2 | 2023 |
The Expressive Power of Tuning Only the Normalization Layers A Giannou, S Rajput, D Papailiopoulos The Thirty Sixth Annual Conference on Learning Theory, 4130-4131, 2023 | | 2023 |
Stochastic Methods in Variational Inequalities: Ergodicity, Bias and Refinements EV Vlatakis-Gkaragkounis, A Giannou, Y Chen, Q Xie arXiv preprint arXiv:2306.16502, 2023 | | 2023 |