2 search results - page 1 / 1 » Deterministic annealing for semi-supervised kernel machines |
68
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ICML
2006
IEEE
16 years 13 days ago
2006
IEEE
An intuitive approach to utilizing unlabeled data in kernel-based classification algorithms is to simply treat unknown labels as additional optimization variables. For marginbased...
104
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ICML
2010
IEEE
15 years 21 days ago
2010
IEEE
This paper proposes a multiple instance learning (MIL) algorithm for Gaussian processes (GP). The GP-MIL model inherits two crucial benefits from GP: (i) a principle manner of lea...