1416 search results - page 213 / 284 » The Kernel Least-Mean-Square Algorithm |
151
Voted
COLT
2005
Springer
15 years 9 months ago
2005
Springer
We discuss a simple sparse linear problem that is hard to learn with any algorithm that uses a linear combination of the training instances as its weight vector. The hardness holds...
146
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MICAI
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. Kernel based methods (such as k-nearest neighbors classifiers) for AI tasks translate the classification problem into a proximity search problem, in a space that is usu...
131
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SPAA
1999
ACM
15 years 8 months ago
1999
ACM
Matrix multiplication is an important kernel in linear algebra algorithms, and the performance of both serial and parallel implementations is highly dependent on the memory system...
133
Voted
CLEF
2010
Springer
15 years 5 months ago
2010
Springer
This paper describes the participation of Idiap-MULTI to the Robot Vision Task at imageCLEF 2010. Our approach was based on a discriminative classification algorithm using multiple...
137
Voted
ICIP
2007
IEEE
15 years 4 months ago
2007
IEEE
This paper addresses the issues of nonlinear edge-preserving image smoothing and segmentation. A ML-based approach is proposed which uses an iterative algorithm to solve the probl...