2683 search results - page 109 / 537 » Machine learning problems from optimization perspective |
101
Voted
ML
2002
ACM
15 years 2 months ago
2002
ACM
The decomposition method is currently one of the major methods for solving support vector machines. An important issue of this method is the selection of working sets. In this pape...
148
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CIKM
2006
Springer
15 years 6 months ago
2006
Springer
It is important yet hard to identify navigational queries in Web search due to a lack of sufficient information in Web queries, which are typically very short. In this paper we st...
121
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CAIP
2009
Springer
15 years 9 months ago
2009
Springer
Abstract. The estimation of human age from face images is an interesting problem in computer vision. We proposed a general distance metric learning scheme for regression problems, ...
128
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IEEEPACT
1998
IEEE
15 years 6 months ago
1998
IEEE
Global locality analysis is a technique for improving the cache performance of a sequence of loop nests through a combination of loop and data layout optimizations. Pure loop tran...
135
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HRI
2010
ACM
15 years 7 months ago
2010
ACM
—This research aims to enable robots to learn from human teachers. Motivated by human social learning, we believe that a transparent learning process can help guide the human tea...