Pedram Akbarian

6 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) ❓ The Questioner

Conferences

ICML (3) ICLR (2) AISTATS (1)

Top co-authors

nhật Hồ (6) Huy Nguyen (5) Fanqi Yan (2) Sujay Sanghavi (1) Huyen Trang Pham (1) Le Quang Dung (1) JIACHENG ZHUO (1) Tongzheng Ren (1) Shujian Zhang (1) TrungTin Nguyen (1)

Classification in progress for this author's papers.

Papers

Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts AISTATS 2025

Statistical Advantages of Perturbing Cosine Router in Mixture of Experts ICLR 2025

Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts ICLR 2024

Improving Computational Complexity in Statistical Models with Local Curvature Information ICML 2024

Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts? ICML 2024

A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts ICML 2024