3718 search results - page 189 / 744 » On learning with dissimilarity functions |
125
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CVPR
2005
IEEE
16 years 8 months ago
2005
IEEE
We present and analyze a novel regularization technique based on enhancing our dataset with corrupted copies of our original data. The motivation is that since the learning algori...
140
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ECAI
2000
Springer
15 years 10 months ago
2000
Springer
Abstract. A conceptual framework, whose goal is the improvement of efficiency of machine learning, is presented. The framework is designed in a broader context of problem solver (P...
128
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FLAIRS
2008
15 years 8 months ago
2008
This paper describes the efforts undertaken in an international research project LT4eL from the perspective of one of the participating languages, Czech. The project aims at explo...
136
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ICMLA
2007
15 years 7 months ago
2007
This paper presents the application of a reinforcement learning (RL) approach for the near-optimal control of a re-entrant line manufacturing (RLM) model. The RL approach utilizes...
139
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AIPS
2006
15 years 7 months ago
2006
We view dynamic scheduling as a sequential decision problem. Firstly, we introduce a generalized planning operator, the stochastic task model (STM), which predicts the effects of ...