Sparse inverse kernel Gaussian Process regression

DOI10.1002/sam.11189OpenAlexW2074784153MaRDI QIDQ4969898

Kamalika Das, A. N. Srivastava

Publication date: 14 October 2020

Published in: Statistical Analysis and Data Mining: The ASA Data Science Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/sam.11189

zbMATH Keywords

ADMMGaussian processessparse regressionEarth science data

Mathematics Subject Classification ID

Statistics (62-XX) Computer science (68-XX)

Uses Software

• glasso

Cites Work

• Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
• Sparse inverse covariance estimation with the graphical lasso
• Application of the alternating direction method of multipliers to separable convex programming problems
• Least angle regression. (With discussion)
• High-dimensional graphs and variable selection with the Lasso
• Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science
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