Articles with public access mandates - Ioannis PanageasLearn more
Available somewhere: 19
The limit points of (optimistic) gradient descent in min-max optimization
C Daskalakis, I Panageas
Advances in Neural Information Processing Systems 31, 9236-9246, 2018
Mandates: US National Science Foundation
Last iterate convergence in no-regret learning: constrained min-max optimization for convex-concave landscapes
Q Lei, SG Nagarajan, I Panageas, X Wang
International Conference on Artificial Intelligence and Statistics, 1441-1449, 2021
Mandates: US National Science Foundation
Average case performance of replicator dynamics in potential games via computing regions of attraction
I Panageas, G Piliouras
Proceedings of the 2016 ACM Conference on Economics and Computation, 703-720, 2016
Mandates: US National Science Foundation
On last-iterate convergence beyond zero-sum games
I Anagnostides, I Panageas, G Farina, T Sandholm
International Conference on Machine Learning, 536-581, 2022
Mandates: US National Science Foundation
Regression from dependent observations
C Daskalakis, N Dikkala, I Panageas
Proceedings of the 51st Annual ACM symposium on Theory of Computing, 2019
Mandates: US National Science Foundation, US Department of Defense
Cycles in zero-sum differential games and biological diversity
T Mai, M Mihail, I Panageas, W Ratcliff, V Vazirani, P Yunker
Proceedings of the 2018 ACM Conference on Economics and Computation, 339-350, 2018
Mandates: US National Science Foundation
Fast convergence of langevin dynamics on manifold: Geodesics meet log-sobolev
X Wang, Q Lei, I Panageas
Advances in Neural Information Processing Systems 33, 18894-18904, 2020
Mandates: US National Science Foundation
Logistic regression with peer-group effects via inference in higher-order Ising models
C Daskalakis, N Dikkala, I Panageas
International Conference on Artificial Intelligence and Statistics, 3653-3663, 2020
Mandates: US National Science Foundation, US Department of Energy, US Department of …
The computational complexity of genetic diversity
R Mehta, I Panageas, G Piliouras, S Yazdanbod
24th Annual European Symposium on Algorithms (ESA 2016), 2016
Mandates: US National Science Foundation
Evolutionary dynamics in finite populations mix rapidly
I Panageas, P Srivastava, NK Vishnoi
Proceedings of the twenty-seventh annual ACM-SIAM symposium on Discrete …, 2016
Mandates: US National Science Foundation
Optimistic mirror descent either converges to nash or to strong coarse correlated equilibria in bimatrix games
I Anagnostides, G Farina, I Panageas, T Sandholm
Advances in Neural Information Processing Systems 35, 16439-16454, 2022
Mandates: US National Science Foundation
Teamwork makes von neumann work: Min-max optimization in two-team zero-sum games
F Kalogiannis, I Panageas, EV Vlatakis-Gkaragkounis
Mandates: US National Science Foundation
Efficient statistics for sparse graphical models from truncated samples
A Bhattacharyya, R Desai, SG Nagarajan, I Panageas
International Conference on Artificial Intelligence and Statistics, 1450-1458, 2021
Mandates: National Research Foundation, Singapore
Mixing time of Markov chains, dynamical systems and evolution
I Panageas, NK Vishnoi
43rd International Colloquium on Automata, Languages, and Programming (ICALP …, 2016
Mandates: US National Science Foundation
Semi Bandit Dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees.
I Panageas, S Skoulakis, L Viano, X Wang, V Cevher
International Conference on Machine Learning, 26904-26930, 2023
Mandates: Swiss National Science Foundation
On scrambling phenomena for randomly initialized recurrent networks
V Chatziafratis, I Panageas, C Sanford, S Stavroulakis
Advances in Neural Information Processing Systems 35, 18501-18513, 2022
Mandates: US National Science Foundation
The computational complexity of finding second-order stationary points
A Kontogiannis, V Pollatos, S Kanellopoulos, P Mertikopoulos, ...
ICML 2024-41st International Conference on Machine Learning, 1-35, 2024
Mandates: Agence Nationale de la Recherche
Exponential lower bounds for fictitious play in potential games
I Panageas, N Patris, S Skoulakis, V Cevher
Advances in Neural Information Processing Systems 36, 2024
Mandates: Swiss National Science Foundation
Cycles in Zero-sum Differential Games and Biological Diversity
I Panageas, PY Gatech
Mandates: US National Science Foundation
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