‪Pedram Akbarian‬ - ‪Google Scholar‬

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Co-authors

Nhat HoProfessor at University of Texas, AustinVerified email at utexas.edu
Joydeep Ghosh(Chaired) Professor, ECE Dept., Univ. Texas at Austin; Faculty Dell Med, UT-Comp. Sc., McCombsVerified email at utexas.edu
Huy NguyenUniversity of Texas at AustinVerified email at utexas.edu

Pedram Akbarian

Pedram Akbarian

Ph.D. student, UT Austin

Verified email at utexas.edu - Homepage

Machine Learning Mixture of Experts Optimization


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Statistical perspective of top-k sparse softmax gating mixture of experts H Nguyen, P Akbarian, F Yan, N Ho The Twelfth International Conference on Learning Representation, 2023	5	2023
Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts? H Nguyen, P Akbarian, N Ho arXiv preprint arXiv:2401.13875, 2024	3	2024
A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts H Nguyen, P Akbarian, TT Nguyen, N Ho arXiv preprint arXiv:2310.14188, 2023	3	2023
Improving Counterfactual Explanations for Time Series Classification Models in Healthcare Settings T Han, J Henderson, P Akbarian, J Ghosh NeurIPS 2022 Workshop on Learning from Time Series for Health, 2022		2022

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