A Stackelberg Game Approach to Control the Overall Load Consumption of a Residential Neighborhood. - Erhan Can Ozcan; Ioannis Ch. Paschalidis (CDC, 2023)

A Model-Based Approach for Improving Reinforcement Learning Efficiency Leveraging Expert Observations. - Erhan Can Ozcan; Vittorio Giammarino; James Queeney; Ioannis Ch. Paschalidis (CDC, 2024)

Smooth Ranking SVM via Cutting-Plane Method. - Erhan Can Ozcan; Berk Görgülü; Mustafa Gökçe Baydogan; Ioannis Ch. Paschalidis (CoRR, 2024)

Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees. - James Queeney; Erhan Can Ozcan; Ioannis Ch. Paschalidis; Christos G. Cassandras (Trans. Mach. Learn. Res., 2024)

Column generation-based prototype learning for optimizing area under the receiver operating characteristic curve. - Erhan Can Ozcan; Berk Görgülü; Mustafa Gökçe Baydogan (Eur. J. Oper. Res., 2024)