2354 search results - page 106 / 471 » Randomness, Stochasticity and Approximations |
133
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ICTAI
2009
IEEE
15 years 2 months ago
2009
IEEE
We propose a framework which we call stochastic offline programming (SOP). The idea is to embed the development of combinatorial algorithms in an off-line learning environment whi...
151
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JMLR
2010
14 years 11 months ago
2010
Maximum likelihood estimators are often of limited practical use due to the intensive computation they require. We propose a family of alternative estimators that maximize a stoch...
127
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ICASSP
2011
IEEE
14 years 8 months ago
2011
IEEE
Recently, there is an increasing interest in the deployment of femto access points (FAPs), which are short-range low-power home basestations, over a macro cellular network to impr...
160
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CORR
2010
Springer
15 years 4 months ago
2010
Springer
The bin packing problem is to find the minimum number of bins of size one to pack a list of items with sizes a1,
136
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NIPS
2007
15 years 5 months ago
2007
To accelerate the training of kernel machines, we propose to map the input data to a randomized low-dimensional feature space and then apply existing fast linear methods. The feat...