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Convergence Rates for Gaussian Mixtures of Experts

Convergence Rates for Gaussian Mixtures of Experts

9 July 2019
Nhat Ho
Chiao-Yu Yang
Michael I. Jordan
ArXivPDFHTML

Papers citing "Convergence Rates for Gaussian Mixtures of Experts"

8 / 8 papers shown
Title
A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications
A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications
Siyuan Mu
Sen Lin
MoE
118
1
0
10 Mar 2025
Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts
Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts
Minh Le
Chau Nguyen
Huy Nguyen
Quyen Tran
Trung Le
Nhat Ho
30
4
0
03 Oct 2024
Approximation Rates and VC-Dimension Bounds for (P)ReLU MLP Mixture of
  Experts
Approximation Rates and VC-Dimension Bounds for (P)ReLU MLP Mixture of Experts
Anastasis Kratsios
Haitz Sáez de Ocáriz Borde
Takashi Furuya
Marc T. Law
MoE
33
1
0
05 Feb 2024
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion
Xing Han
Huy Nguyen
Carl Harris
Nhat Ho
S. Saria
MoE
69
16
0
05 Feb 2024
Joint Problems in Learning Multiple Dynamical Systems
Joint Problems in Learning Multiple Dynamical Systems
Mengjia Niu
Xiaoyu He
Petr Rysavý
Quan-Gen Zhou
Jakub Marecek
24
3
0
03 Nov 2023
A General Theory for Softmax Gating Multinomial Logistic Mixture of
  Experts
A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts
Huy Nguyen
Pedram Akbarian
TrungTin Nguyen
Nhat Ho
21
10
0
22 Oct 2023
Estimation, Confidence Intervals, and Large-Scale Hypotheses Testing for
  High-Dimensional Mixed Linear Regression
Estimation, Confidence Intervals, and Large-Scale Hypotheses Testing for High-Dimensional Mixed Linear Regression
Linjun Zhang
Rong Ma
T. Tony Cai
Hongzhe Li
36
12
0
06 Nov 2020
Estimating the Number of Components in Finite Mixture Models via the
  Group-Sort-Fuse Procedure
Estimating the Number of Components in Finite Mixture Models via the Group-Sort-Fuse Procedure
Tudor Manole
Abbas Khalili
24
19
0
24 May 2020
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