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Non-asymptotic oracle inequalities for the Lasso in high-dimensional
  mixture of experts
v1v2v3v4v5v6v7 (latest)

Non-asymptotic oracle inequalities for the Lasso in high-dimensional mixture of experts

22 September 2020
TrungTin Nguyen
Hien Nguyen
Faicel Chamroukhi
Geoffrey J. McLachlan
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)

Papers citing "Non-asymptotic oracle inequalities for the Lasso in high-dimensional mixture of experts"

4 / 4 papers shown
Title
Dendrograms of Mixing Measures for Softmax-Gated Gaussian Mixture of Experts: Consistency without Model Sweeps
Dendrograms of Mixing Measures for Softmax-Gated Gaussian Mixture of Experts: Consistency without Model Sweeps
Do Tien Hai
T. T. N. Mai
T. Nguyen
Nhat Ho
Binh T. Nguyen
Christopher Drovandi
60
0
0
14 Oct 2025
Scalable Subset Selection in Linear Mixed Models
Scalable Subset Selection in Linear Mixed Models
Ryan Thompson
Matt P. Wand
Joanna J. J. Wang
128
0
0
25 Jun 2025
Model Selection for Gaussian-gated Gaussian Mixture of Experts Using Dendrograms of Mixing Measures
Model Selection for Gaussian-gated Gaussian Mixture of Experts Using Dendrograms of Mixing Measures
Tuan Thai
TrungTin Nguyen
Dat Do
Nhat Ho
Christopher Drovandi
303
2
0
19 May 2025
Towards Convergence Rates for Parameter Estimation in Gaussian-gated
  Mixture of Experts
Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of ExpertsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023
Huy Nguyen
TrungTin Nguyen
Khai Nguyen
Nhat Ho
MoE
215
19
0
12 May 2023
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