Emmanouil-Vasileios Vlatakis-Gkaragkounis

Emmanouil-Vasileios Vlatakis-Gkaragkounis

Columbia University New York - New York / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 5629938
person_outline Emmanouil-Vasileios Vlatakis-Gkaragkounis's MOST POPULAR ARTICLES
1-) No-regret learning and mixed nash equilibria: They do not mixEV Vlatakis-Gkaragkounis, L Flokas, T Lianeas, P Mertikopoulos, ...Advances in Neural Information Processing Systems 33, 1380-1391, 202074*2020
2-) Poincaré recurrence, cycles and spurious equilibria in gradient-descent-ascent for non-convex non-concave zero-sum gamesEV Vlatakis-Gkaragkounis, L Flokas, G PiliourasAdvances in Neural Information Processing Systems 32, 2019612019
3-) Efficiently avoiding saddle points with zero order methods: No gradients requiredEV Vlatakis-Gkaragkounis, L Flokas, G PiliourasAdvances in neural information processing systems 32, 201935*2019
4-) Survival of the strictest: Stable and unstable equilibria under regularized learning with partial informationA Giannou, EV Vlatakis-Gkaragkounis, P MertikopoulosConference on Learning Theory, 2147-2148, 2021342021
5-) On the approximation power of two-layer networks of random relusD Hsu, CH Sanford, R Servedio, EV Vlatakis-GkaragkounisConference on Learning Theory, 2423-2461, 2021292021