2683 search results - page 211 / 537 » Machine learning problems from optimization perspective |
148
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WWW
2011
ACM
14 years 10 months ago
2011
ACM
We investigate the problem of learning to rank for document retrieval from the perspective of learning with multiple objective functions. We present solutions to two open problems...
108
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ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
We discuss the problem of clustering elements according to the sources that have generated them. For elements that are characterized by independent binary attributes, a closedform...
123
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ICMLC
2010
Springer
15 years 1 months ago
2010
Springer
: Cluster size insensitive FCM (csiFCM) dynamically adjusts the membership value of each object based on the size of the cluster to which it is assigned after defuzzification to re...
135
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ILP
2007
Springer
15 years 9 months ago
2007
Springer
In reinforcement learning problems, an agent has the task of learning a good or optimal strategy from interaction with his environment. At the start of the learning task, the agent...
114
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CORR
2010
Springer
15 years 3 months ago
2010
Springer
Due to its optimality on a single machine for the problem of minimizing average flow time, ShortestRemaining-Processing-Time (SRPT) appears to be the most natural algorithm to con...