3668 search results - page 99 / 734 » Margin Distribution and Learning |
140
click to vote
ECTEL
2009
Springer
15 years 11 months ago
2009
Springer
While reading documents, people commonly make annotations: they underline or highlight text and write comments in the margin. Making annotations during reading activities has been ...
143
click to vote
ISNN
2005
Springer
15 years 10 months ago
2005
Springer
Abstract. This paper proposes a novel algorithm based on informax for postnonlinear blind source separation. The demixing system culminates to a neural network with sandwiched stru...
128
click to vote
FQAS
2004
Springer
15 years 9 months ago
2004
Springer
Clustering is an unsupervised learning task which provides a decomposition of a dataset into subgroups that summarize the initial base and give information about its structure. We ...
131
click to vote
NIPS
2003
15 years 5 months ago
2003
We present a family of margin based online learning algorithms for various prediction tasks. In particular we derive and analyze algorithms for binary and multiclass categorizatio...
143
click to vote
NPL
2006
15 years 4 months ago
2006
Effective backpropagation training of multi-layer perceptrons depends on the incorporation of an appropriate error or objective function. Classification-based (CB) error functions ...