17543 search results - page 123 / 3509 » Stochastic Optimization Algorithms |
144
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IOR
2010
15 years 3 months ago
2010
We present a Simplex-type algorithm, that is, an algorithm that moves from one extreme point of the infinite-dimensional feasible region to another not necessarily adjacent extrem...
151
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WWW
2010
ACM
16 years 1 months ago
2010
ACM
We present two modifications to the popular k-means clustering algorithm to address the extreme requirements for latency, scalability, and sparsity encountered in user-facing web...
177
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JOTA
2010
15 years 1 months ago
2010
The paper provides a systematic way for finding a partial differential equation that directly characterizes the optimal control, in the framework of one
163
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SODA
2010
ACM
16 years 3 months ago
2010
ACM
We study the computational complexity of some central analysis problems for One-Counter Markov Decision Processes (OC-MDPs), a class of finitely-presented, countable-state MDPs. O...
184
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JMLR
2012
13 years 8 months ago
2012
We present a minimax framework for classification that considers stochastic adversarial perturbations to the training data. We show that for binary classification it is equivale...