Giannakis, Georgios

7 publications

NeurIPS 2023 Enhancing Sharpness-Aware Optimization Through Variance Suppression Bingcong Li, Georgios Giannakis

NeurIPS 2021 Heavy Ball Momentum for Conditional Gradient Bingcong Li, Alireza Sadeghi, Georgios Giannakis

NeurIPS 2020 Decentralized TD Tracking with Linear Function Approximation and Its Finite-Time Analysis Gang Wang, Songtao Lu, Georgios Giannakis, Gerald Tesauro, Jian Sun

NeurIPS 2019 Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients Jun Sun, Tianyi Chen, Georgios Giannakis, Zaiyue Yang

NeurIPS 2018 LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning Tianyi Chen, Georgios Giannakis, Tao Sun, Wotao Yin

NeurIPS 2017 Solving Most Systems of Random Quadratic Equations Gang Wang, Georgios Giannakis, Yousef Saad, Jie Chen

NeurIPS 2016 Solving Random Systems of Quadratic Equations via Truncated Generalized Gradient Flow Gang Wang, Georgios Giannakis