Pedram Akbarian

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Statistical Inference

Expectation Maximization

Compressive Sensing

Gaussian Mixture

Top Venues

Publications

Huy Nguyen, Pedram Akbarian, Trang Pham, Trang Nguyen, Shujian Zhang, Nhat Ho
Statistical Advantages of Perturbing Cosine Router in Sparse Mixture of Experts. CoRR (2024)
Huy Nguyen, Pedram Akbarian, Nhat Ho
Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts? CoRR (2024)
Huy Nguyen, Pedram Akbarian, Fanqi Yan, Nhat Ho
Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts. ICLR (2024)
Huy Nguyen, Pedram Akbarian, TrungTin Nguyen, Nhat Ho
A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts. CoRR (2023)
Huy Nguyen, Pedram Akbarian, Fanqi Yan, Nhat Ho
Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts. CoRR (2023)