966 search results - page 74 / 194 » A Two-Level Learning Method for Generalized Multi-instance P... |
155
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ACCV
2006
Springer
15 years 4 months ago
2006
Springer
Abstract. We propose an algorithm for Sparse Bayesian Classification for multi-class problems using Automatic Relevance Determination(ARD). Unlike other approaches which treat mult...
152
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ICCV
2003
IEEE
16 years 4 months ago
2003
IEEE
This paper describes a novel application of Statistical Learning Theory (SLT) to control model complexity in flow estimation. SLT provides analytical generalization bounds suitabl...
128
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ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
Many learning applications are characterized by high dimensions. Usually not all of these dimensions are relevant and some are redundant. There are two main approaches to reduce d...
129
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CVPR
2001
IEEE
16 years 4 months ago
2001
IEEE
All positive examples are alike; each negative example is negative in its own way. During interactive multimedia information retrieval, the number of training samples fed-back by ...
125
Voted
IJCNN
2007
IEEE
15 years 8 months ago
2007
IEEE
— Optimal component analysis (OCA) uses a stochastic gradient optimization process to find optimal representations for general criteria and shows good performance in object reco...