2914 search results - page 148 / 583 » Learning and Inference with Constraints |
177
click to vote
IJDMMM
2008
15 years 3 months ago
2008
: Combining multiple data sources, each with its own features, to achieve optimal inference has received a lot of attention in recent years. In inference from multiple data sources...
134
click to vote
CORR
2000
Springer
15 years 3 months ago
2000
Springer
: The topic of this paper is a novel Bayesian continuous-basis field representation and inference framework. Within this paper several problems are solved: The maximally informativ...
151
click to vote
JMLR
2012
13 years 5 months 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...
125
click to vote
ICML
2004
IEEE
15 years 8 months ago
2004
IEEE
The effort necessary to construct labeled sets of examples in a supervised learning scenario is often disregarded, though in many applications, it is a time-consuming and expensi...
113
click to vote
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
In this paper we consider the problem of classification in the presence of pairwise constraints, which consist of pairs of examples as well as a binary variable indicating whether...