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Constantinos Daskalakis
Constantinos Daskalakis
Professor of Computer Science, MIT
Geverifieerd e-mailadres voor csail.mit.edu - Homepage
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The complexity of computing a Nash equilibrium
C Daskalakis, PW Goldberg, CH Papadimitriou
Communications of the ACM 52 (2), 89-97, 2009
20832009
Training gans with optimism
C Daskalakis, A Ilyas, V Syrgkanis, H Zeng
arXiv preprint arXiv:1711.00141, 2017
5712017
The limit points of (optimistic) gradient descent in min-max optimization
C Daskalakis, I Panageas
Advances in neural information processing systems 31, 2018
3022018
Strong duality for a multiple-good monopolist
C Daskalakis, A Deckelbaum, C Tzamos
Proceedings of the Sixteenth ACM Conference on Economics and Computation …, 2015
2562015
Optimal multi-dimensional mechanism design: Reducing revenue to welfare maximization
Y Cai, C Daskalakis, SM Weinberg
2012 IEEE 53rd Annual Symposium on Foundations of Computer Science, 130-139, 2012
2242012
Three-player games are hard
C Daskalakis, CH Papadimitriou
Electronic colloquium on computational complexity 139, 81-87, 2005
2142005
The robust manifold defense: Adversarial training using generative models
A Ilyas, A Jalal, E Asteri, C Daskalakis, AG Dimakis
arXiv preprint arXiv:1712.09196, 2017
1992017
Independent policy gradient methods for competitive reinforcement learning
C Daskalakis, DJ Foster, N Golowich
Advances in neural information processing systems 33, 5527-5540, 2020
1882020
An algorithmic characterization of multi-dimensional mechanisms
Y Cai, C Daskalakis, SM Weinberg
Proceedings of the forty-fourth annual ACM symposium on Theory of computing …, 2012
1862012
Near-optimal no-regret algorithms for zero-sum games
C Daskalakis, A Deckelbaum, A Kim
Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete …, 2011
1822011
Last-iterate convergence: Zero-sum games and constrained min-max optimization
C Daskalakis, I Panageas
arXiv preprint arXiv:1807.04252, 2018
1772018
Optimal testing for properties of distributions
J Acharya, C Daskalakis, G Kamath
Advances in Neural Information Processing Systems 28, 2015
1732015
The complexity of constrained min-max optimization
C Daskalakis, S Skoulakis, M Zampetakis
Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing …, 2021
1562021
Optimum statistical estimation with strategic data sources
Y Cai, C Daskalakis, C Papadimitriou
Conference on Learning Theory, 280-296, 2015
1552015
Efficient methods for structured nonconvex-nonconcave min-max optimization
J Diakonikolas, C Daskalakis, MI Jordan
International Conference on Artificial Intelligence and Statistics, 2746-2754, 2021
1542021
Progress in approximate Nash equilibria
C Daskalakis, A Mehta, C Papadimitriou
Proceedings of the 8th ACM Conference on Electronic Commerce, 355-358, 2007
1542007
The complexity of optimal mechanism design
C Daskalakis, A Deckelbaum, C Tzamos
Proceedings of the twenty-fifth annual ACM-SIAM symposium on Discrete …, 2014
1462014
Ten steps of EM suffice for mixtures of two Gaussians
C Daskalakis, C Tzamos, M Zampetakis
Conference on Learning Theory, 704-710, 2017
1432017
Learning poisson binomial distributions
C Daskalakis, I Diakonikolas, RA Servedio
Proceedings of the forty-fourth annual ACM symposium on Theory of computing …, 2012
1402012
A note on approximate Nash equilibria
C Daskalakis, A Mehta, C Papadimitriou
International Workshop on Internet and Network Economics, 297-306, 2006
1392006
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