622 search results - page 46 / 125 » Stochastic programming approach to optimization under uncert... |
120
click to vote
ML
2007
ACM
14 years 11 months ago
2007
ACM
We propose a general-purpose stochastic optimization algorithm, the so-called annealing stochastic approximation Monte Carlo (ASAMC) algorithm, for neural network training. ASAMC c...
120
click to vote
IEEEARES
2006
IEEE
15 years 5 months ago
2006
IEEE
Failure diagnosis in large and complex systems is a critical task. A discrete event system (DES) approach to the problem of failure diagnosis is presented in this paper. A classic...
TCOM
2010
14 years 10 months ago
2010
—Resource allocation promises significant benefits in wireless networks. In order to fully reap these benefits, it is important to design efficient resource allocation algori...
AAAI
2004
15 years 1 months ago
2004
The search for finite-state controllers for partially observable Markov decision processes (POMDPs) is often based on approaches like gradient ascent, attractive because of their ...
INFOCOM
2003
IEEE
15 years 5 months ago
2003
IEEE
— Recent investigations into the pricing of multiclass loss networks have shown that static prices are optimal in the asymptotic regime of many small sources. These results sugge...