1900 search results - page 58 / 380 » Gaussian Processes for Machine Learning |
NIPS
1994
13 years 9 months ago
1994
For many types of machine learning algorithms, one can compute the statistically optimal" way to select training data. In this paper, we review how optimal data selection tec...
Publication
This paper studies the effect of covariance regularization for classific ation of high-dimensional data. This is done by fitting a mixture of Gaussians with a regularized covaria...
NIPS
2007
13 years 9 months ago
2007
This paper considers kernels invariant to translation, rotation and dilation. We show that no non-trivial positive definite (p.d.) kernels exist which are radial and dilation inv...
ICALT
2009
IEEE
13 years 11 months ago
2009
IEEE
Authoring tools for building Intelligent Educational Systems must provide support to ensure flexibility, adaptability of content to the user profile, reusability and sharing of le...
Lab
Welcome to Learning and Vision Research Group at the Department of Electrical and Computer Engineering, National University of Singapore!