2326 search results - page 228 / 466 » Optimization on Support Vector Machines |
ICML
2007
IEEE
15 years 11 months ago
2007
IEEE
In the paper we propose a new type of regularization procedure for training sparse Bayesian methods for classification. Transforming Hessian matrix of log-likelihood function to d...
111
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IPPS
2005
IEEE
15 years 4 months ago
2005
IEEE
The problem of writing high performance parallel applications becomes even more challenging when irregular, sparse or adaptive methods are employed. In this paper we introduce com...
70
Voted
KDD
2009
ACM
15 years 11 months ago
2009
ACM
In this study, we formalize a multi-focal learning problem, where training data are partitioned into several different focal groups and the prediction model will be learned within...
104
Voted
ICASSP
2011
IEEE
14 years 2 months ago
2011
IEEE
This study focuses on determining a procedure to select effective negative examples for development of improved Support Vector Machine (SVM) based speaker recognition. Selection o...
114
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PAKDD
2009
ACM
15 years 3 months ago
2009
ACM
Abstract. Over the last decade several prediction methods have been developed for determining structural and functional properties of individual protein residues using sequence and...