472 search results - page 85 / 95 » Linear programming with online learning |
138
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IPMI
2009
Springer
15 years 8 months ago
2009
Springer
Abstract. In this paper we propose a novel approach to define task-driven regularization constraints in deformable image registration using learned deformation priors. Our method ...
147
Voted
EMNLP
2010
15 years 1 months ago
2010
The task of selecting information and rendering it appropriately appears in multiple contexts in summarization. In this paper we present a model that simultaneously optimizes sele...
101
Voted
ICASSP
2008
IEEE
15 years 9 months ago
2008
IEEE
The one-class and cost-sensitive support vector machines (SVMs) are state-of-the-art machine learning methods for estimating density level sets and solving weighted classificatio...
121
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ICALP
2000
Springer
15 years 7 months ago
2000
Springer
We consider two natural generalizations of the notion of transversal to a finite hypergraph, arising in data-mining and machine learning, the so called multiple and partial transve...
152
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JMLR
2012
13 years 5 months ago
2012
Constructing tractable dependent probability distributions over structured continuous random vectors is a central problem in statistics and machine learning. It has proven diffic...