LEARNING GRADIENTS FROM NONIDENTICAL DATA

DOI10.1017/S1446181116000328zbMath1418.68174OpenAlexW4238158102MaRDI QIDQ5370776

Xue-mei Dong

Publication date: 20 October 2017

Published in: The ANZIAM Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1017/s1446181116000328

zbMATH Keywords

variable selectiongradient learningcoordinate covariation estimation

Mathematics Subject Classification ID

General nonlinear regression (62J02) Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

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• Learning sparse gradients for variable selection and dimension reduction
• Learning from dependent observations
• Covariance regularization by thresholding
• Adaptive Thresholding for Sparse Covariance Matrix Estimation
• ONLINE LEARNING WITH MARKOV SAMPLING
• 10.1162/153244303322753616
• Regularization and Variable Selection Via the Elastic Net
• Theory of Reproducing Kernels
• Hidden Markov models for bioinformatics

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