10054 search results - page 218 / 2011 » On the Complexity of Function Learning |
83
Voted
PPSN
2000
Springer
15 years 4 months ago
2000
Springer
Domain knowledge is essential for successful problem solving and optimization. This paper introduces a framework in which a form of automatic domain knowledge extraction can be im...
115
Voted
BDA
2007
15 years 2 months ago
2007
We present Pattern-by-Example (PBE), a graphical language that allows users with little or no knowledge of pattern-matching and functional programming to define complex and optim...
101
Voted
JMLR
2008
15 years 24 days ago
2008
Classifiers favoring sparse solutions, such as support vector machines, relevance vector machines, LASSO-regression based classifiers, etc., provide competitive methods for classi...
99
Voted
APIN
2002
15 years 20 days ago
2002
Decades of research into the structure and function of the cerebellum have led to a clear understanding of many of its cells, as well as how learning might take place. Furthermore...
95
Voted
NPL
2000
15 years 18 days ago
2000
This paper explores internal representation power of product units [1] that act as the functional nodes in the hidden layer of a multi-layer feedforward network. Interesting proper...