1405 search results - page 139 / 281 » Learning Instance-Specific Predictive Models |
121
click to vote
ICANN
2010
Springer
15 years 3 months ago
2010
Springer
Abstract. We investigate the extent to which eye movements in natural dynamic scenes can be predicted with a simple model of bottom-up saliency, which learns on different visual re...
109
click to vote
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
In this paper, we propose a probabilistic kernel approach to preference learning based on Gaussian processes. A new likelihood function is proposed to capture the preference relat...
104
click to vote
ICMLA
2008
15 years 3 months ago
2008
In this paper, we propose to use hypergraphs as the model for images and pose image segmentation as a machine learning problem in which some pixels (called seeds) are labeled as t...
125
click to vote
COLT
2008
Springer
15 years 4 months ago
2008
Springer
We study the potential benefits to classification prediction that arise from having access to unlabeled samples. We compare learning in the semi-supervised model to the standard, ...
111
click to vote
HIPC
2004
Springer
15 years 7 months ago
2004
Springer
In this paper, we present a system capable of improving the I/O performance in an automatic way. This system is able to learn the behavior of the applications running on top and ï¬...