2683 search results - page 196 / 537 » Machine learning problems from optimization perspective |
137
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CRV
2009
IEEE
15 years 9 months ago
2009
IEEE
In this paper we introduce the concept and method for adaptively tuning the model complexity in an online manner as more examples become available. Challenging classification pro...
122
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SIGGRAPH
2000
ACM
15 years 7 months ago
2000
ACM
We approach the problem of stylistic motion synthesis by learning motion patterns from a highly varied set of motion capture sequences. Each sequence may have a distinct choreogra...
127
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IJCNN
2007
IEEE
15 years 9 months ago
2007
IEEE
— Optimal component analysis (OCA) uses a stochastic gradient optimization process to find optimal representations for general criteria and shows good performance in object reco...
163
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NPL
2006
15 years 3 months ago
2006
In multi-instance learning, the training examples are bags composed of instances without labels, and the task is to predict the labels of unseen bags through analyzing the training...
125
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ECTEL
2009
Springer
15 years 6 months ago
2009
Springer
One claim of Technology-Enhanced Learning (TEL) is to support and exploit benefits from distance learning and remote collaboration. On the other hand, several approaches to learnin...