1176 search results - page 46 / 236 » Theory and Applications of Robust Optimization |
107
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ICMLA
2010
14 years 9 months ago
2010
Reinforcement learning algorithms that employ neural networks as function approximators have proven to be powerful tools for solving optimal control problems. However, their traini...
111
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ICTAI
1997
IEEE
15 years 4 months ago
1997
IEEE
Many black box optimization algorithms have sufcient exibility to allow them to adapt to the varying circumstances they encounter. These capabilities are of two primary sorts: 1) ...
TREC
2003
15 years 1 months ago
2003
Our participation in TREC 2003 aims to adapt the use of the DFR (Divergence From Randomness) models with Query Expansion (QE) to the robust track and the topic distillation task o...
ICMCS
2007
IEEE
15 years 6 months ago
2007
IEEE
We address the problem of rate allocation and network/path selection for multiple users, running simultaneous applications over multiple parallel access networks. Our joint optimi...
101
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ICML
2007
IEEE
16 years 19 days ago
2007
IEEE
Non-linear dimensionality reduction of noisy data is a challenging problem encountered in a variety of data analysis applications. Recent results in the literature show that spect...