1900 search results - page 217 / 380 » Gaussian Processes in Machine Learning |
JMLR
2012
12 years 25 days ago
2012
Constructing tractable dependent probability distributions over structured continuous random vectors is a central problem in statistics and machine learning. It has proven diffic...
DIS
2006
Springer
14 years 2 months ago
2006
Springer
Abstract. To the best of our knowledge, this paper is the first attempt to formalise a pragmatic logic of scientific discovery in a manner such that it can be realised by scientist...
TSD
2000
Springer
14 years 1 months ago
2000
Springer
The aim of this paper is to describe and evaluate a system that automates a part of the transition from analytical to tectogrammatical tree structures within the Prague Dependency...
ICASSP
2011
IEEE
13 years 2 months ago
2011
IEEE
We consider the sequential portfolio investment problem. Building on results in signal processing, machine learning, and other areas, we use factor graphs to develop new universal...
ICIP
2008
IEEE
15 years 4 days ago
2008
IEEE
In this paper, we improve the performance of intra prediction and simplify mode decision procedure at the same time. For these works, we apply a statistical learning method such a...