701 search results - page 5 / 141 » Self Bounding Learning Algorithms |
CORR
2007
Springer
14 years 9 months ago
2007
Springer
—The parameterless self-organizing map (PLSOM) is a new neural network algorithm based on the self-organizing map (SOM). It eliminates the need for a learning rate and annealing ...
COLT
2005
Springer
14 years 11 months ago
2005
Springer
Abstract. We investigate the generalization behavior of sequential prediction (online) algorithms, when data are generated from a probability distribution. Using some newly develop...
EDCC
2008
Springer
14 years 11 months ago
2008
Springer
We present the design, correctness, and analysis of SONDe, a simple fully decentralized object deployment algorithm for highly requested systems. Given an object (service or data)...
CJ
2010
14 years 9 months ago
2010
A silent self-stabilizing asynchronous distributed algorithms is given for constructing a kdominating set, and hence a k-clustering, of a connected network of processes with uniqu...
CORR
2011
Springer
14 years 4 months ago
2011
Springer
The analysis of online least squares estimation is at the heart of many stochastic sequential decision-making problems. We employ tools from the self-normalized processes to provi...