Angeliki Giannou
PhD student
University of Wisconsin, Madison
Email: giannou@wisc.edu
About me
I am a first year PhD student at the University of Wisconsin-Madison, advised by Prof. Dimitris Papailiopoulos . My research interests involve Machine Learning Theory, Learning Theory and Optimization.
Prior to that, I received a Bachelor & M. Sc. in Electrical and Computer Engineering from National and Technical University of Athens, working with Prof. Panayotis Mertikopoulos.
Publications
Survival of the strictest: Stable and unstable equilibria under regularized learning with partial information
Angeliki Giannou, Emmanouil Vlatakis, Panayotis Mertikopoulos (COLT 2021).
Arxiv linkOn the Rate of Convergence of Regularized Learning in Games: From Bandits and Uncertainty to Optimism and Beyond
Angeliki Giannou, Emmanouil Vlatakis, Panayotis Mertikopoulos (NeurIPS 2021).On the convergence of policy gradient methods to Nash equilibria in general stochastic games
Angeliki Giannou, Kyriakos Lotidis, Emmanouil Vlatakis, Panayotis Mertikopoulos (NeurIPS 2022).The expressive power of tuning the normalization layers.
Angeliki Giannou, Shashank Rajput, Dimitris Papailiopoulos (Preprint).
Awards
Outstanding Reviewer Award: NeurIPS 2021, NeurIPS 2022 (top 8%)
Presentations
The stability of no-regret learning : Link to presentation (in Greek) Seminar Corelab (2020)
Survival of the strictest: Stable and unstable equilibria under regularized learning. MLOpt Idea Seminar (2021)
Survival of the strictest: Stable and unstable equilibria under regularized learning. MLOpt Idea Seminar (2021)