ML Anthology

Giannou, Angeliki

11 publications

ICML 2025 Everything Everywhere All at Once: LLMs Can In-Context Learn Multiple Tasks in Superposition Zheyang Xiong, Ziyang Cai, John Cooper, Albert Ge, Vasilis Papageorgiou, Zack Sifakis, Angeliki Giannou, Ziqian Lin, Liu Yang, Saurabh Agarwal, Grigorios Chrysos, Samet Oymak, Kangwook Lee, Dimitris Papailiopoulos
AISTATS 2025 How Well Can Transformers Emulate In-Context Newton’s Method? Angeliki Giannou, Liu Yang, Tianhao Wang, Dimitris Papailiopoulos, Jason D. Lee
NeurIPS 2024 Accelerated Regularized Learning in Finite N-Person Games Kyriakos Lotidis, Angeliki Giannou, Panayotis Mertikopoulos, Nicholas Bambos
AISTATS 2024 Stochastic Methods in Variational Inequalities: Ergodicity, Bias and Refinements Emmanouil Vasileios Vlatakis-Gkaragkounis, Angeliki Giannou, Yudong Chen, Qiaomin Xie
NeurIPS 2023 Dissecting Chain-of-Thought: Compositionality Through In-Context Filtering and Learning Yingcong Li, Kartik Sreenivasan, Angeliki Giannou, Dimitris Papailiopoulos, Samet Oymak
ICML 2023 Looped Transformers as Programmable Computers Angeliki Giannou, Shashank Rajput, Jy-Yong Sohn, Kangwook Lee, Jason D. Lee, Dimitris Papailiopoulos
ICLRW 2023 Looped Transformers as Programmable Computers Angeliki Giannou, Shashank Rajput, Jy-yong Sohn, Kangwook Lee, Jason D. Lee, Dimitris Papailiopoulos
COLT 2023 The Expressive Power of Tuning Only the Normalization Layers Angeliki Giannou, Shashank Rajput, Dimitris Papailiopoulos
NeurIPS 2022 On the Convergence of Policy Gradient Methods to Nash Equilibria in General Stochastic Games Angeliki Giannou, Kyriakos Lotidis, Panayotis Mertikopoulos, Emmanouil-Vasileios Vlatakis-Gkaragkounis
NeurIPS 2021 On the Rate of Convergence of Regularized Learning in Games: From Bandits and Uncertainty to Optimism and Beyond Angeliki Giannou, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Panayotis Mertikopoulos
COLT 2021 Survival of the Strictest: Stable and Unstable Equilibria Under Regularized Learning with Partial Information Angeliki Giannou, Emmanouil Vasileios Vlatakis-Gkaragkounis, Panayotis Mertikopoulos