Cohen, Samuel N.

4 publications

ICML 2025 Generalization and Robustness of the Tilted Empirical Risk Gholamali Aminian, Amir R. Asadi, Tian Li, Ahmad Beirami, Gesine Reinert, Samuel N. Cohen

ICML 2024 Generalization Error of Graph Neural Networks in the Mean-Field Regime Gholamali Aminian, Yixuan He, Gesine Reinert, Lukasz Szpruch, Samuel N. Cohen

JMLR 2023 Neural Q-Learning for Solving PDEs Samuel N. Cohen, Deqing Jiang, Justin Sirignano

NeurIPSW 2022 TAPAS: A Toolbox for Adversarial Privacy Auditing of Synthetic Data Florimond Houssiau, James Jordon, Samuel N Cohen, Owen Daniel, Andrew Elliott, James Geddes, Callum Mole, Camila Rangel-Smith, Lukasz Szpruch