Georgios Piliouras
TitleCited byYear
Multiplicative updates outperform generic no-regret learning in congestion games
R Kleinberg, G Piliouras, É Tardos
Proceedings of the forty-first annual ACM symposium on Theory of computing …, 2009
1182009
Gradient descent converges to minimizers: The case of non-isolated critical points
I Panageas, G Piliouras
Proceedings of the 2017 ACM Conference on Innovations in Theoretical …, 2016
67*2016
First-order Methods Almost Always Avoid Saddle Points
JD Lee, I Panageas, G Piliouras, M Simchowitz, MI Jordan, B Recht
arXiv preprint arXiv:1710.07406, 2017
502017
Beyond the Nash equilibrium barrier
R Kleinberg, K Ligett, G Piliouras, E Tardos
Symposium on Innovations in Computer Science (ICS), 2011
432011
Natural Selection as an Inhibitor of Genetic Diversity: Multiplicative Weights Updates Algorithm and a Conjecture of Haploid Genetics [Working Paper Abstract]
R Mehta, I Panageas, G Piliouras
Proceedings of the 2015 Conference on Innovations in Theoretical Computer …, 2015
39*2015
Load balancing without regret in the bulletin board model
R Kleinberg, G Piliouras, É Tardos
Distributed Computing 24 (1), 21-29, 2011
342011
Risk sensitivity of price of anarchy under uncertainty
G Piliouras, E Nikolova, JS Shamma
ACM Transactions on Economics and Computation (TEAC) 5 (1), 5, 2016
332016
Optimization Despite Chaos: Convex Relaxations to Complex Limit Sets via Poincaré Recurrence
G Piliouras, JS Shamma
ACM-SIAM Symposium on Discrete Algorithms (SODA 14), 2014
312014
Cycles in adversarial regularized learning
P Mertikopoulos, C Papadimitriou, G Piliouras
ACM-SIAM Symposium on Discrete Algorithms (SODA), 2018., 2017
272017
Persistent patterns: multi-agent learning beyond equilibrium and utility
G Piliouras, C Nieto-Granda, HI Christensen, JS Shamma
Proceedings of the 2014 international conference on Autonomous agents and …, 2014
262014
No regret learning in oligopolies: cournot vs. bertrand
U Nadav, G Piliouras
International Symposium on Algorithmic Game Theory, 300-311, 2010
262010
Multiplicative Weights Update with Constant Step-Size in Congestion Games: Convergence, Limit Cycles and Chaos
G Palaiopanos, I Panageas, G Piliouras
31st Annual Conference on Neural Information Processing Systems, 2017
242017
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
23*2016
Coalition formation and price of anarchy in Cournot oligopolies
N Immorlica, E Markakis, G Piliouras
International Workshop on Internet and Network Economics, 270-281, 2010
222010
From Nash Equilibria to Chain Recurrent Sets: Solution Concepts and Topology
C Papadimitriou, G Piliouras
Proceedings of the 2016 ACM Conference on Innovations in Theoretical …, 2016
182016
Beating the Best Nash without Regret
K Ligett, G Piliouras
ACM SIGecom Exchanges 10 (1), 23-26, 2011
14*2011
Mutation, sexual reproduction and survival in dynamic environments
R Mehta, I Panageas, G Piliouras, P Tetali, VV Vazirani
Proceedings of the 2017 ACM Conference on Innovations in Theoretical …, 2015
132015
The computational complexity of genetic diversity
R Mehta, I Panageas, G Piliouras, S Yazdanbod
24th Annual European Symposium on Algorithms (ESA 2016), 2016
12*2016
Approximating nash equilibria in tree polymatrix games
S Barman, K Ligett, G Piliouras
International Symposium on Algorithmic Game Theory, 285-296, 2015
122015
Inferring Activities and Optimal Trips: Lessons From Singapore’s National Science Experiment
B Monnot, E Wilhelm, G Piliouras, Y Zhou, D Dahlmeier, HY Lu, W Jin
Complex Systems Design & Management Asia, 247-264, 2016
112016
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Articles 1–20