← Authors

Emmanouil-Vasileios Vlatakis-Gkaragkounis

13 papers · 2019–2025 · 3 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (4) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (22) 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) πŸƒ Academic Marathon (6) 🧬 Topic Evolution πŸ’Ž Century Club (13) πŸ—ƒοΈ Keyword Collector (56) πŸ”₯ Unstoppable (7)

Conferences

NIPS (10) ICLR (2) ICML (1)

Top co-authors

Georgios Piliouras (6) Panayotis Mertikopoulos (4) Lampros Flokas (4) Fivos Kalogiannis (3) Ioannis Panageas (2) Angeliki Giannou (2) Christos Tzamos (1) Ioannis Anagnostides (1) Stelios Andrew Stavroulakis (1) Joshua R. Wang (1)

Keywords

nash equilibrium (4) game theory (3) non-convex optimization (3) gradient descent ascent (3) no-regret learning (2) zero-sum game (2) generative adversarial network (2) min-max optimization (2) multi-agent system (2) stochastic optimization (2) policy gradient (1) robust pca (1) bandit feedback (1) riemannian manifold (1) gradient descent (1) online learning (1) median estimation (1) dynamical system (1) regularized learning (1) convergence guarantee (1)

Papers

Solving Zero-Sum Convex Markov Games ICML 2025
Contracting with a Learning Agent NIPS 2024
Exploiting hidden structures in non-convex games for convergence to Nash equilibrium NIPS 2023
Efficiently Computing Nash Equilibria in Adversarial Team Markov Games ICLR 2023
Towards convergence to Nash equilibria in two-team zero-sum games ICLR 2023
First-Order Algorithms for Min-Max Optimization in Geodesic Metric Spaces NIPS 2022
On the convergence of policy gradient methods to Nash equilibria in general stochastic games NIPS 2022
On the Rate of Convergence of Regularized Learning in Games: From Bandits and Uncertainty to Optimism and Beyond NIPS 2021
Solving Min-Max Optimization with Hidden Structure via Gradient Descent Ascent NIPS 2021
Optimal Private Median Estimation under Minimal Distributional Assumptions NIPS 2020
No-Regret Learning and Mixed Nash Equilibria: They Do Not Mix NIPS 2020
PoincarΓ© Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games NIPS 2019
Efficiently avoiding saddle points with zero order methods: No gradients required NIPS 2019