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Angeliki Giannou
Angeliki Giannou
Geverifieerd e-mailadres voor wisc.edu
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Looped transformers as programmable computers
A Giannou, S Rajput, J Sohn, K Lee, JD Lee, D Papailiopoulos
International Conference on Machine Learning, 11398-11442, 2023
852023
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
372021
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
30*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
282021
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
192022
The expressive power of tuning only the Norm layers
A Giannou, S Rajput, D Papailiopoulos
arXiv preprint arXiv:2302.07937 8, 2023
162023
How Well Can Transformers Emulate In-context Newton's Method?
A Giannou, L Yang, T Wang, D Papailiopoulos, JD Lee
arXiv preprint arXiv:2403.03183, 2024
92024
Stochastic methods in variational inequalities: Ergodicity, bias and refinements
EV Vlatakis-Gkaragkounis, A Giannou, Y Chen, Q Xie
International Conference on Artificial Intelligence and Statistics, 4123-4131, 2024
42024
Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition
Z Xiong, Z Cai, J Cooper, A Ge, V Papageorgiou, Z Sifakis, A Giannou, ...
arXiv preprint arXiv:2410.05603, 2024
2024
Stochastic Methods in Variational Inequalities: Ergodicity, Bias and Refinements
E Vasileios_Vlatakis-Gkaragkounis, A Giannou, Y Chen, Q Xie
Proceedings of Machine Learning Research, 2024
2024
Accelerated Regularized Learning in Finite N-Person Games
K Lotidis, A Giannou, P Mertikopoulos, N Bambos
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 0
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Artikelen 1–11