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. 

Learning to Remove Cuts in Integer Linear Programming

P. Puigdemont; E. P. Skoulakis; G. Chrysos; V. Cevher 

2024. 41st International Conference on Machine Learning (ICML 2024), Vienna, Austria, July 21-27, 2024.

Efficient Continual Finite-Sum Minimization

I. Mavrothalassitis; E. P. Skoulakis; L. T. Dadi; V. Cevher 

2024. 12th International Conference on Learning Representations (ICLR 2024), Vienna, Austria, May 7-11, 2024.

Imitation Learning in Discounted Linear MDPs without exploration assumptions

L. Viano; E. P. Skoulakis; V. Cevher 

2024. 41st International Conference on Machine Learning (ICML 2024), Vienna, Austria, July 21-27, 2024.

Efficient Online Clustering with Moving Costs

D. Christou; E. P. Skoulakis; V. Cevher 

2023. 37th Conference on Neural Information Processing Systems (NeurIPS 2023), New Orlean, USA, December 10-16. 2023.

Maximum Independent Set: Self-Training through Dynamic Programming

L. Brusca; L. C. Quaedvlieg; E. P. Skoulakis; G. Chrysos; V. Cevher 

2023. 37th Conference on Neural Information Processing Systems (NeurIPS 2023)., New Orlean, USA, December 10-16. 2023.

Contact

e-mail address: Efstratios Skoulakis


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