1206 search results - page 5 / 242 » Convergence analysis of online algorithms |
NIPS
1998
13 years 8 months ago
1998
The W-S (Wake-Sleep) algorithm is a simple learning rule for the models with hidden variables. It is shown that this algorithm can be applied to a factor analysis model which is a...
CORR
2006
Springer
13 years 7 months ago
2006
Springer
This paper describes a general framework for converting online game playing algorithms into constrained convex optimization algorithms. This framework allows us to convert the wel...
ATAL
2007
Springer
14 years 1 months ago
2007
Springer
We present a simple ant model that solves a discrete foraging problem. We describe simulations and provide a complete convergence analysis: we show that the ant population compute...
CORR
2011
Springer
13 years 2 months ago
2011
Springer
Online learning algorithms have impressive convergence properties when it comes to risk minimization and convex games on very large problems. However, they are inherently sequenti...
ICASSP
2010
IEEE
13 years 7 months ago
2010
IEEE
This paper deals with clustering of spatially distributed data using wireless sensor networks. A distributed low-complexity clustering algorithm is developed that requires one-hop...