2354 search results - page 106 / 471 » Randomness, Stochasticity and Approximations |
ICTAI
2009
IEEE
13 years 6 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...
JMLR
2010
13 years 3 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...
ICASSP
2011
IEEE
13 years 26 days 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...
CORR
2010
Springer
13 years 9 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,
NIPS
2007
13 years 10 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...