2861 search results - page 318 / 573 » Parallel Online Learning |
131
Voted
NIPS
2008
15 years 5 months ago
2008
The stochastic approximation method is behind the solution to many important, actively-studied problems in machine learning. Despite its farreaching application, there is almost n...
98
Voted
NIPS
2007
15 years 5 months ago
2007
A new algorithm for on-line learning linear-threshold functions is proposed which efficiently combines second-order statistics about the data with the ”logarithmic behavior” ...
105
Voted
AIA
2006
15 years 5 months ago
2006
This paper presents a study of the model of triple BAM by [11] which is an improved variation of the original BAM model by [7]. This class of model aims at integrating different s...
128
Voted
ICONIP
2010
15 years 2 months ago
2010
Abstract. Reservoir computing approaches have been successfully applied to a variety of tasks. An inherent problem of these approaches, is, however, their variation in performance ...
138
Voted
COLT
2010
Springer
15 years 1 months ago
2010
Springer
We develop an online algorithm called Component Hedge for learning structured concept classes when the loss of a structured concept sums over its components. Example classes inclu...