421 search results - page 19 / 85 » On Efficiency of Learning: A Framework and Justification |
129
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ICML
2007
IEEE
16 years 2 months ago
2007
IEEE
Many robot control problems of practical importance, including operational space control, can be reformulated as immediate reward reinforcement learning problems. However, few of ...
108
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ICCBR
2001
Springer
15 years 6 months ago
2001
Springer
Case-based reasoning aims to use past experience to solve new problems. A strong requirement for its application is that extensive experience base exists that provides statisticall...
110
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ACL
2010
14 years 12 months ago
2010
We propose a corpus-based probabilistic framework to extract hidden common syntax across languages from non-parallel multilingual corpora in an unsupervised fashion. For this purp...
134
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BMCBI
2006
2006
A minimally invasive multiple marker approach allows highly efficient detection of meningioma tumors
15 years 1 months ago
Background: The development of effective frameworks that permit an accurate diagnosis of tumors, especially in their early stages, remains a grand challenge in the field of bioinf...
116
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ICML
2004
IEEE
16 years 2 months ago
2004
IEEE
Traditional non-parametric statistical learning techniques are often computationally attractive, but lack the same generalization and model selection abilities as state-of-the-art...