2683 search results - page 62 / 537 » Machine learning problems from optimization perspective |
123
Voted
ALT
2006
Springer
16 years 1 months ago
2006
Springer
The present paper mainly studies the expected teaching time of memoryless randomized learners without feedback. First, a characterization of optimal randomized learners is provided...
116
Voted
CORR
2002
Springer
15 years 4 months ago
2002
Springer
We introduce a general and in a certain sense time-optimal way of solving one problem after another, efficiently searching the space of programs that compute solution candidates, i...
151
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ICML
2009
IEEE
16 years 5 months ago
2009
IEEE
Large margin learning of Continuous Density HMMs with a partially labeled dataset has been extensively studied in the speech and handwriting recognition fields. Yet due to the non...
182
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ICIP
2001
IEEE
16 years 6 months ago
2001
IEEE
Various relevance feedback algorithms have been proposed in recent years in the area of content-based image retrieval. This paper gives a brief review and analysis on existing tec...
157
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ICPR
2010
IEEE
15 years 4 months ago
2010
IEEE
The incremental updating of classifiers implies that their internal parameter values can vary according to incoming data. As a result, in order to achieve high performance, incre...