10054 search results - page 192 / 2011 » On the Complexity of Function Learning |
113
Voted
NPL
2006
15 years 20 days 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 ...
88
Voted
MSE
2000
IEEE
15 years 5 months ago
2000
IEEE
With the increase of multimedia contents in the WWW, multimodal presentation using interactive life-like agents is attractive and becoming important. However, it is not easy for m...
113
Voted
CVPR
2005
IEEE
16 years 2 months ago
2005
IEEE
Kernel functions are often cited as a mechanism to encode prior knowledge of a learning task. But it can be difficult to capture prior knowledge effectively. For example, we know ...
86
Voted
KI
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. We compare three systems for the task of synthesising functional recursive programs, namely Adate, an approach through evolutionary computation, the classification learn...
102
Voted
NIPS
1994
15 years 2 months ago
1994
This paper discusses the linearly weighted combination of estimators in which the weighting functions are dependent on the input. We show that the weighting functions can be deriv...