Amir R. Asadi

According to our database, Amir R. Asadi authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

Exact Recovery in the Data Block Model.

Amir R. Asadi, Akbar Davoodi, Ramin Javadi, Farzad Parvaresh

CoRR, February, 2026

2025

Hierarchical Maximum Entropy via the Renormalization Group.

Amir R. Asadi

CoRR, September, 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, July, 2025

Theoretical Analysis of KL-regularized RLHF with Multiple Reference Models.

Gholamali Aminian, Amir R. Asadi, Idan Shenfeld, Youssef Mroueh

CoRR, February, 2025

KL-Regularized RLHF with Multiple Reference Models: Exact Solutions and Sample Complexity.

Gholamali Aminian, Amir R. Asadi, Idan Shenfeld, Youssef Mroueh

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Generalization and Robustness of the Tilted Empirical Risk.

Gholamali Aminian, Amir R. Asadi, Tian Li, Ahmad Beirami, Gesine Reinert, Samuel N. Cohen

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Generalization Error of the Tilted Empirical Risk.

Gholamali Aminian, Amir R. Asadi, Tian Li, Ahmad Beirami, Gesine Reinert, Samuel N. Cohen

CoRR, 2024