conftrace_

Iosif Sakos

4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) L4DC (1) NIPS (1)

Top co-authors

Georgios Piliouras (4) Ilayda Canyakmaz (1) Emmanouil-Vasileios Vlatakis-Gkaragkounis (1) Stelios Andrew Stavroulakis (1) Antonios Varvitsiotis (1) Stefanos Leonardos (1) Panayotis Mertikopoulos (1) Gauthier Gidel (1) William Overman (1) Andjela Mladenovic (1)

Keywords

nash equilibrium (1) gradient descent (1) convergence guarantee (1) non-convex game (1) hidden convex structure (1)

Papers

Learning and steering game dynamics towards desirable outcomes L4DC 2025 Beating Price of Anarchy and Gradient Descent without Regret in Potential Games ICLR 2024 Exploiting hidden structures in non-convex games for convergence to Nash equilibrium NIPS 2023 Generalized Natural Gradient Flows in Hidden Convex-Concave Games and GANs ICLR 2022