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Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts
25 September 2023
Huy Nguyen
Pedram Akbarian
Fanqi Yan
Nhat Ho
MoE
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Papers citing
"Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts"
4 / 4 papers shown
Title
A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications
Siyuan Mu
Sen Lin
MoE
69
1
0
10 Mar 2025
Quadratic Gating Functions in Mixture of Experts: A Statistical Insight
Pedram Akbarian
Huy Le Nguyen
Xing Han
Nhat Ho
MoE
28
0
0
15 Oct 2024
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion
Xing Han
Huy Nguyen
Carl Harris
Nhat Ho
S. Saria
MoE
39
16
0
05 Feb 2024
A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts
Huy Nguyen
Pedram Akbarian
TrungTin Nguyen
Nhat Ho
8
10
0
22 Oct 2023
1