2683 search results - page 302 / 537 » Machine learning problems from optimization perspective |
109
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ECCV
2010
Springer
15 years 8 months ago
2010
Springer
Abstract. We address the problem of learning good features for understanding video data. We introduce a model that learns latent representations of image sequences from pairs of su...
209
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CVPR
2012
IEEE
13 years 8 months ago
2012
IEEE
Learning from streams of evolving and unbounded data is an important problem, for example in visual surveillance or internet scale data. For such large and evolving real-world data...
142
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CEC
2010
IEEE
15 years 4 months ago
2010
IEEE
Inspired originally by the Learnable Evolution Model(LEM) [5], we investigate LEM(ID3), a hybrid of evolutionary search with ID3 decision tree learning. LEM(ID3) involves interleav...
140
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CORR
2010
Springer
15 years 3 months ago
2010
Springer
Temporal difference methods are theoretically grounded and empirically effective methods for addressing reinforcement learning problems. In most real-world reinforcement learning ...
114
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COLT
2004
Springer
15 years 8 months ago
2004
Springer
We consider the problem of labeling a partially labeled graph. This setting may arise in a number of situations from survey sampling to information retrieval to pattern recognition...