17543 search results - page 8 / 3509 » Stochastic Optimization Algorithms |
APPROX
2006
Springer
15 years 1 months ago
2006
Springer
ATAL
2008
Springer
15 years 3 days ago
2008
Springer
Due to computational intractability, large scale coordination algorithms are necessarily heuristic and hence require tuning for particular environments. In domains where character...
89
Voted
CDC
2010
IEEE
14 years 5 months ago
2010
IEEE
Moment computation is essential to the analysis of stochastic kinetic models of biochemical reaction networks. It is often the case that the moment evolution, usually the first and...
ANOR
2010
14 years 8 months ago
2010
This paper considers online stochastic optimization problems where uncertainties are characterized by a distribution that can be sampled and where time constraints severely limit t...
104
click to vote
ML
2007
ACM
14 years 9 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...