Behrad Moniri

According to our database, Behrad Moniri authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Evaluating the Performance of Large Language Models via Debates.

Behrad Moniri, Hamed Hassani, Edgar Dobriban

CoRR, 2024

Signal-Plus-Noise Decomposition of Nonlinear Spiked Random Matrix Models.

Behrad Moniri, Hamed Hassani

CoRR, 2024

A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks.

Behrad Moniri, Donghwan Lee, Hamed Hassani, Edgar Dobriban

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Information-Theoretic Analysis of Minimax Excess Risk.

Hassan Hafez-Kolahi, Behrad Moniri, Shohreh Kasaei

IEEE Trans. Inf. Theory, July, 2023

Demystifying Disagreement-on-the-Line in High Dimensions.

Donghwan Lee, Behrad Moniri, Xinmeng Huang, Edgar Dobriban, Hamed Hassani

Proceedings of the International Conference on Machine Learning, 2023

2021

Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning.

Hassan Hafez-Kolahi, Behrad Moniri, Shohreh Kasaei, Mahdieh Soleymani Baghshah

Proceedings of the 38th International Conference on Machine Learning, 2021