Asadi, Amir R.

5 publications

ICLR 2026 Best-of-N Through the Smoothing Lens: KL Divergence and Regret Analysis Gholamali Aminian, Idan Shenfeld, Amir R. Asadi, Ahmad Beirami, Youssef Mroueh

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

NeurIPS 2025 KL-Regularized RLHF with Multiple Reference Models: Exact Solutions and Sample Complexity Gholamali Aminian, Amir R. Asadi, Idan Shenfeld, Youssef Mroueh

JMLR 2024 An Entropy-Based Model for Hierarchical Learning Amir R. Asadi

JMLR 2020 Chaining Meets Chain Rule: Multilevel Entropic Regularization and Training of Neural Networks Amir R. Asadi, Emmanuel Abbe