1493 search results - page 116 / 299 » Learning Concepts by Modeling Relationships |
252
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CP
2009
Springer
16 years 5 months ago
2009
Springer
In this work, we improve on existing work that studied the relationship between the proof system of modern SAT solvers and general resolution. Previous contributions such as those ...
137
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NIPS
2003
15 years 5 months ago
2003
We propose a novel method of dimensionality reduction for supervised learning. Given a regression or classification problem in which we wish to predict a variable Y from an expla...
143
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TSD
2009
Springer
15 years 11 months ago
2009
Springer
Abstract. The discovery of words by young infants involves two interrelated processes: (a) the detection of recurrent word-like acoustic patterns in the speech signal, and (b) cros...
142
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ICML
2008
IEEE
16 years 5 months ago
2008
IEEE
We present a principled Bayesian framework for modeling partial memberships of data points to clusters. Unlike a standard mixture model which assumes that each data point belongs ...
117
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ICMLA
2008
15 years 5 months ago
2008
When using machine learning for in silico modeling, the goal is normally to obtain highly accurate predictive models. Often, however, models should also bring insights into intere...