1172 search results - page 4 / 235 » From Data Distributions to Regularization in Invariant Learn... |
NIPS
1998
13 years 11 months ago
1998
A directed generative model for binary data using a small number of hidden continuous units is investigated. A clipping nonlinearity distinguishes the model from conventional prin...
ML
2010
ACM
13 years 5 months ago
2010
ACM
Traditional classification methods assume that the training and the test data arise from the same underlying distribution. However, in several adversarial settings, the test set is...
WSDM
2012
ACM
12 years 5 months ago
2012
ACM
As massive repositories of real-time human commentary, social media platforms have arguably evolved far beyond passive facilitation of online social interactions. Rapid analysis o...
EUROMICRO
1997
IEEE
14 years 2 months ago
1997
IEEE
This paper considers whether the seemingly disparate fields of Computational Intelligence (CI) and computer architecture can profit from each others’ principles, results and e...
CVPR
2010
IEEE
14 years 4 months ago
2010
IEEE
Most existing approaches for learning action models work by extracting suitable low-level features and then training appropriate classifiers. Such approaches require large amount...