Generalization Error of the Tilted Empirical Risk. - Gholamali Aminian; Amir R. Asadi; Tian Li; Ahmad Beirami; Gesine Reinert; Samuel N. Cohen (CoRR, 2024)

Theoretical Analysis of KL-regularized RLHF with Multiple Reference Models. - Gholamali Aminian; Amir R. Asadi; Idan Shenfeld; Youssef Mroueh (CoRR, 2025)

Best-of-N through the Smoothing Lens: KL Divergence and Regret Analysis. - Gholamali Aminian; Idan Shenfeld; Amir R. Asadi; Ahmad Beirami; Youssef Mroueh (CoRR, 2025)