2683 search results - page 144 / 537 » Machine learning problems from optimization perspective |
138
Voted
ICML
2006
IEEE
15 years 8 months ago
2006
IEEE
There are well-established methods for reducing the number of support vectors in a trained binary support vector machine, often with minimal impact on accuracy. We show how reduce...
101
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PKDD
2010
Springer
15 years 29 days ago
2010
Springer
There are many situations in which we have more than one view of a single data source, or in which we have multiple sources of data that are aligned. We would like to be able to bu...
126
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ALT
2010
Springer
15 years 4 months ago
2010
Springer
We consider the problem of inferring the most likely social network given connectivity constraints imposed by observations of outbreaks within the network. Given a set of vertices ...
114
Voted
ACMSE
2008
ACM
15 years 4 months ago
2008
ACM
With stock surpluses and shortages representing one of the greatest elements of risk to wholesalers, a solution to the multiretailer supply chain management problem would result i...
137
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COLT
2007
Springer
15 years 8 months ago
2007
Springer
Bounded parameter Markov Decision Processes (BMDPs) address the issue of dealing with uncertainty in the parameters of a Markov Decision Process (MDP). Unlike the case of an MDP, t...