Katsoulakis, Markos

4 publications

NeurIPS 2025 Optimal Control for Transformer Architectures: Enhancing Generalization, Robustness and Efficiency Kelvin Kan, Xingjian Li, Benjamin Zhang, Tuhin Sahai, Stanley Osher, Markos Katsoulakis

ICLR 2023 Function-Space Regularized Rényi Divergences Jeremiah Birrell, Yannis Pantazis, Paul Dupuis, Luc Rey-Bellet, Markos Katsoulakis

ICML 2023 Sample Complexity of Probability Divergences Under Group Symmetry Ziyu Chen, Markos Katsoulakis, Luc Rey-Bellet, Wei Zhu

ICML 2022 Structure-Preserving GANs Jeremiah Birrell, Markos Katsoulakis, Luc Rey-Bellet, Wei Zhu