17543 search results - page 58 / 3509 » Stochastic Optimization Algorithms |
125
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RECOMB
2003
Springer
16 years 2 months ago
2003
Springer
Genetic linkage analysis is a challenging application which requires Bayesian networks consisting of thousands of vertices. Consequently, computing the likelihood of data, which i...
123
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JMLR
2010
14 years 9 months ago
2010
We study the problem of allocating stocks to dark pools. We propose and analyze an optimal approach for allocations, if continuousvalued allocations are allowed. We also propose a...
127
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COLT
2010
Springer
15 years 20 days ago
2010
Springer
We present a new method for regularized convex optimization and analyze it under both online and stochastic optimization settings. In addition to unifying previously known firstor...
123
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STOC
2004
ACM
16 years 2 months ago
2004
ACM
We present a probabilistic analysis for a large class of combinatorial optimization problems containing, e.g., all binary optimization problems defined by linear constraints and a...