Concepedia

Georgios Piliouras

GP

58

Publications

1.9K

Citations

25

H-Index

2009

Active since

Affiliations

Singapore University of Technology and Design(Current)

Georgia Institute of Technology

Columbia University

Cornell University

Google (United States)

Georgios Piliouras is an author at Singapore University of Technology and Design specializing in computer science, engineering, and mechanism design.

Top concepts

Computer ScienceMechanism DesignEngineeringBusinessGame TheoryGamesAlgorithmic Game TheoryComputational Game TheoryDecision TheoryMachine Learning

Publications per year

2009–2022

58

Publications

58

First-order methods almost always avoid strict saddle points

Jason D. Lee, Ioannis Panageas, Georgios Piliouras et al. · Mathematical Programming · 2019 · 140 citations

Numerical Analysis, Engineering, Pde-constrained Optimization +4

Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile

Panayotis Mertikopoulos, Bruno Lecouat, Houssam Zenati et al. · arXiv (Cornell University) · 2018 · 111 citations · Full text

Mathematical Programming, Artificial Intelligence, Large-scale Global Optimization +19

Multiplicative Weights Update in Zero-Sum Games

James P. Bailey, Georgios Piliouras · 2018 · 86 citations

Mathematical Programming, Interior Equilibria Convergence, Engineering +15

Multiplicative updates outperform generic no-regret learning in congestion games

Robert Kleinberg, Georgios Piliouras, Éva Tardos · 2009 · 83 citations

Mixed Nash Equilibrium, Price Of Anarchy, Equilibrium Problem +13

First-order Methods Almost Always Avoid Saddle Points

Jason D. Lee, Ioannis Panageas, Georgios Piliouras et al. · arXiv (Cornell University) · 2017 · 76 citations · Full text

Numerical Analysis, Gradient Descent, Engineering +11

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