35 search results - page 1 / 7 » Regularization Learning and Early Stopping in Linear Network... |
IJCNN
2000
IEEE
13 years 9 months ago
2000
IEEE
PRL
2006
13 years 4 months ago
2006
This paper focuses on linear classification using a fast and simple algorithm known as the Ho
NIPS
1996
13 years 6 months ago
1996
Abstract. Validation can be used to detect when over tting starts during supervised training of a neural network; training is then stopped before convergence to avoid the over ttin...
ICANN
2005
Springer
13 years 10 months ago
2005
Springer
Abstract. Some issues about the generalization of ANN training are investigated through experiments with several synthetic time series and real world time series. One commonly acce...
NIPS
1996
13 years 6 months ago
1996
Optimal Brain Damage (OBD) is a method for reducing the number of weights in a neural network. OBD estimates the increase in cost function if weights are pruned and is a valid app...