Low-Rank Transfer Learning

DOI10.1007/978-3-319-12000-3_5zbMath1323.68441OpenAlexW112070061MaRDI QIDQ3449319

Ming Shao, Yun Fu, Dmitry Kit

Publication date: 4 November 2015

Published in: Low-Rank and Sparse Modeling for Visual Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-12000-3_5

zbMATH Keywords

subspace learningtransfer learningdomain adaptationlow-rank constraint

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Machine vision and scene understanding (68T45)

Uses Software

• Algorithm 432

Cites Work

• Asymmetric and category invariant feature transformations for domain adaptation
• Generalized transfer subspace learning through low-rank constraint
• Matrix multiplication via arithmetic progressions
• On the Douglas-Rachford splitting method and the proximal point algorithm for maximal monotone operators
• Exact matrix completion via convex optimization
• Robust principal component analysis?
• A Singular Value Thresholding Algorithm for Matrix Completion
• A Fast Algorithm for Edge-Preserving Variational Multichannel Image Restoration
• Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
• Algorithm 432 [C2: Solution of the matrix equation AX + XB = C [F4]]
• Unnamed Item
• Unnamed Item

This page was built for publication: Low-Rank Transfer Learning