Efstratios (Stratis) Skoulakis

Research Interests:

  • Online Learning
  • Online Algorithms
  • Convex Optimization

 

Biography

Stratis is a postdoctoral research fellow at the Laboratory for Information and Inference Systems hosted by Prof. Volkan Cehver. His interests lie at the intersection of Game Theory, Optimization and Machine Learning.

Stratis received his Ph.D. in Algorithmic Game Theory from the National Technical University of Athens under the supervision of Prof. Dimitris Fotakis. From 2019-2021 he was a postdoctoral research fellow at Singapore University of Technology hosted by Prof. George Piliouras. 

Semi Bandit Dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees.

I. Panageas; E. P. Skoulakis; L. Viano; X. Wang; V. Cevher 

2023. 40th International Conference on Machine Learning (ICML), Honolulu, Hawaii, USA, July, 23-29, 2023.

Detailed record

Full text

Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization

A. Kavis; E. P. Skoulakis; K. Antonakopoulos; L. T. Dadi; V. Cevher 

2022. 36th Conference on Neural Information Processing Systems (NeurIPS), New Orleans, Louisianna, USA, November 28-December 9, 2022.

Detailed record

Full text

Contact

e-mail address: Efstratios Skoulakis

EPFL people page

Access map