Iosif Sakos
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
gradient descent
(2)
nash equilibrium
(2)
convergence guarantee
(2)
side information
(1)
zero-sum game
(1)
incentive design
(1)
replicator dynamics
(1)
generative adversarial network
(1)
gradient descent ascent
(1)
potential game
(1)
price of anarchy
(1)
non-convex game
(1)
game dynamics
(1)
no-regret dynamics
(1)
hidden convex structure
(1)
model predictive control
(1)
fisher information geometry
(1)
natural gradient
(1)
system identification
(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
NeurIPS 2023
Generalized Natural Gradient Flows in Hidden Convex-Concave Games and GANs
ICLR 2022