1474 search results - page 33 / 295 » Using Machine Learning to Focus Iterative Optimization |
103
Voted
JOTA
2010
15 years 23 days ago
2010
We consider a distributed multi-agent network system where the goal is to minimize a sum of agent objective functions subject to a common set of constraints. For this problem, we p...
138
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ML
2002
ACM
15 years 2 months ago
2002
ACM
We examine linear program (LP) approaches to boosting and demonstrate their efficient solution using LPBoost, a column generation based simplex method. We formulate the problem as...
115
Voted
SIGIR
2004
ACM
15 years 7 months ago
2004
ACM
Document clustering has long been an important problem in information retrieval. In this paper, we present a new clustering algorithm ASI1, which uses explicitly modeling of the s...
122
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ICDM
2005
IEEE
15 years 8 months ago
2005
IEEE
Active machine learning algorithms are used when large numbers of unlabeled examples are available and getting labels for them is costly (e.g. requiring consulting a human expert)...
ROBOCUP
2004
Springer
15 years 7 months ago
2004
Springer
The UT Austin Villa 2003 simulated online soccer coach was a first time entry in the RoboCup Coach Competition. In developing the coach, the main research focus was placed on trea...