Learning graph Laplacian with MCP-Reference-Cited by-同舟云学术

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Learning graph Laplacian with MCP

Published:2023-11-07 Issue: Volume: Page:1-32
ISSN:1055-6788
Container-title:Optimization Methods and Software
language:en
Short-container-title:Optimization Methods and Software

Author:

Zhang Yangjing¹^ORCID,Toh Kim-Chuan²,Sun Defeng³

Affiliation:

1. Institute of Applied Mathematics, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, People's Republic of China

2. Department of Mathematics, and Institute of Operations Research and Analytics, National University of Singapore, Singapore

3. Department of Applied Mathematics, The Hong Kong Polytechnic University, Hong Kong

Funder

National Natural Science Foundation of China

Academic Research Fund of the Ministry of Education of Singapore

Hong Kong Research Grant Council

Publisher

Informa UK Limited

Subject

Applied Mathematics,Control and Optimization,Software

Link

https://www.tandfonline.com/doi/pdf/10.1080/10556788.2023.2269594

Reference65 articles.

1. On the rate of convergence of the difference-of-convex algorithm (DCA);Abbaszadehpeivasti H.;J. Optim. Theory. Appl.

2. Difference-of-Convex Learning: Directional Stationarity, Optimality, and Sparsity

3. On the convergence of the proximal algorithm for nonsmooth functions involving analytic features

4. Model selection through sparse maximum likelihood estimation for multivariate Gaussian or binary data;Banerjee O.;J. Mach. Learn. Res.,2008

5. Laplacian Eigenmaps for Dimensionality Reduction and Data Representation

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