2252 search results - page 201 / 451 » A distributed machine learning framework |
155
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ICASSP
2010
IEEE
15 years 3 months ago
2010
IEEE
Sparse representation theory has been increasingly used in the fields of signal processing and machine learning. The standard sparse models are not invariant to spatial transform...
126
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ECTEL
2007
Springer
15 years 9 months ago
2007
Springer
Folksonomies provide a free source of keywords describing web resources, however, these keywords are free form and unstructured. In this paper, we describe a novel tool that conver...
ECML
2005
Springer
15 years 8 months ago
2005
Springer
Abstract. We study discriminative joint density models, that is, generative models for the joint density p(c, x) learned by maximizing a discriminative cost function, the condition...
137
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ICML
2001
IEEE
16 years 3 months ago
2001
IEEE
We introduce the first algorithm for off-policy temporal-difference learning that is stable with linear function approximation. Off-policy learning is of interest because it forms...
110
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ICTAI
2009
IEEE
15 years 9 months ago
2009
IEEE
Energy-based learning (EBL) is a general framework to describe supervised and unsupervised training methods for probabilistic and non-probabilistic factor graphs. An energy-based ...