Searching for "Online Learning with Kernels." – sorted by Relevance.
8 documents found, showing 1 through 8.
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Online Learning with Kernels
- …IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 100, NO. 10, OCTOBER 2010 1 Online Learning…
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Kernel Hebbian algorithm for iterative kernel principal component analysis
- … the extension of the method to the online learning of kernel principal components. 1 Introduction Kernel…
- Cited by 3 (2 self) – Add To MetaCart
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A Discriminative Kernel-based Model to Rank Images from Text Queries
- … builds upon recent work on the online learning of kernel-based classifiers. This yields an efficient…
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The Kernel Recursive Least Squares Algorithm
- … and channel equalization. Keywords: on-line learning, kernel methods, non-linear regression, sparse…
- Cited by 20 (2 self) – Add To MetaCart
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Online Learning: Theory, Algorithms, and Applications
- … with simultaneous projections [4], online learning with kernels on a budget [41], and stochastic optimization using…
- Cited by 4 (3 self) – Add To MetaCart
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Algorithms and Representations for Reinforcement Learning
- … . . . . . . . . . . . . . . . . . . . . 10 1.2.5 Sparsity in Kernel Methods . . . . . . . . . . . . . . . . . . . 11 1.2.6 Online Learning…
- Cited by 8 (5 self) – Add To MetaCart
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Worst-Case Analysis of Selective Sampling for Linear Classification
- …: selective sampling, semi-supervised learning, on-line learning, kernel algorithms, linear…
- Cited by 13 (1 self) – Add To MetaCart
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Journal of Machine Learning Research 7 (2006) 1205--1230 Submitted 10/05; Revised 3/06; Published 7
- …: selective sampling, semi-supervised learning, on-line learning, kernel algorithms, linear…
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