Multi-task and Lifelong Learning of Kernels

DOI10.1007/978-3-319-24486-0_13zbMath1471.68223arXiv1602.06531OpenAlexW2963112576MaRDI QIDQ2835628

Anastasia Pentina, Shai Ben-David

Publication date: 30 November 2016

Published in: Lecture Notes in Computer Science (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1602.06531

zbMATH Keywords

multi-task learninglifelong learningkernel learning

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

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Cites Work

• Convex multi-task feature learning
• Transfer bounds for linear feature learning
• Covering numbers for real-valued function classes
• Neural Network Learning
• Learning Bounds for Support Vector Machines with Learned Kernels
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