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Refined Convergence Rates for Maximum Likelihood Estimation under Finite Mixture Models
17 February 2022
Tudor Manole
Nhat Ho
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Papers citing
"Refined Convergence Rates for Maximum Likelihood Estimation under Finite Mixture Models"
14 / 14 papers shown
Title
Model Selection for Gaussian-gated Gaussian Mixture of Experts Using Dendrograms of Mixing Measures
Tuan Thai
TrungTin Nguyen
Dat Do
Nhat Ho
Christopher Drovandi
188
0
0
19 May 2025
Quadratic Gating Functions in Mixture of Experts: A Statistical Insight
Pedram Akbarian
Huy Le Nguyen
Xing Han
Nhat Ho
MoE
62
3
0
15 Oct 2024
Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts
Minh Le
Chau Nguyen
Huy Nguyen
Quyen Tran
Trung Le
Nhat Ho
133
8
0
03 Oct 2024
Mixture of Experts Meets Prompt-Based Continual Learning
Minh Le
An Nguyen
Huy Nguyen
Trang Nguyen
Trang Pham
L. Ngo
Nhat Ho
CLL
131
14
0
23 May 2024
Statistical Advantages of Perturbing Cosine Router in Mixture of Experts
Huy Le Nguyen
Pedram Akbarian
Trang Pham
Trang Nguyen
Shujian Zhang
Nhat Ho
MoE
91
2
0
23 May 2024
Sigmoid Gating is More Sample Efficient than Softmax Gating in Mixture of Experts
Huy Nguyen
Nhat Ho
Alessandro Rinaldo
139
7
0
22 May 2024
On Least Square Estimation in Softmax Gating Mixture of Experts
Huy Nguyen
Nhat Ho
Alessandro Rinaldo
111
16
0
05 Feb 2024
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion
Xing Han
Huy Nguyen
Carl Harris
Nhat Ho
Suchi Saria
MoE
122
22
0
05 Feb 2024
Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts?
Huy Nguyen
Pedram Akbarian
Nhat Ho
MoE
69
14
0
25 Jan 2024
A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts
Huy Nguyen
Pedram Akbarian
TrungTin Nguyen
Nhat Ho
99
14
0
22 Oct 2023
Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts
Huy Nguyen
Pedram Akbarian
Fanqi Yan
Nhat Ho
MoE
106
18
0
25 Sep 2023
Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts
Huy Nguyen
TrungTin Nguyen
Khai Nguyen
Nhat Ho
MoE
105
14
0
12 May 2023
Demystifying Softmax Gating Function in Gaussian Mixture of Experts
Huy Nguyen
TrungTin Nguyen
Nhat Ho
85
26
0
05 May 2023
On Excess Mass Behavior in Gaussian Mixture Models with Orlicz-Wasserstein Distances
Aritra Guha
N. Ho
X. Nguyen
47
4
0
27 Jan 2023
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