1416 search results - page 138 / 284 » The Kernel Least-Mean-Square Algorithm |
156
Voted
PAMI
2011
14 years 6 months ago
2011
— This paper addresses how to model and correct image blur that arises when a camera undergoes ego motion while observing a distant scene. In particular, we discuss how the blurr...
129
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
When equipped with kernel functions, online learning algorithms are susceptible to the "curse of kernelization" that causes unbounded growth in the model size. To addres...
115
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ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
Inspired by co-training, many multi-view semi-supervised kernel methods implement the following idea: find a function in each of multiple Reproducing Kernel Hilbert Spaces (RKHSs)...
139
Voted
COLT
1998
Springer
15 years 7 months ago
1998
Springer
We introduce and analyze a new algorithm for linear classification which combines Rosenblatt's perceptron algorithm with Helmbold and Warmuth's leave-one-out method. Like...
108
Voted
ESA
2008
Springer
15 years 5 months ago
2008
Springer
We present a new streaming algorithm for maintaining an -kernel of a point set in Rd using O((1/(d-1)/2 ) log(1/)) space. The space used by our algorithm is optimal up to a small ...