926 search results - page 141 / 186 » Outliers and Bayesian Inference |
109
Voted
SIGIR
2008
ACM
15 years 15 days ago
2008
ACM
Collaborative Filtering (CF) requires user-rated training examples for statistical inference about the preferences of new users. Active learning strategies identify the most infor...
113
Voted
JMM2
2007
15 years 14 days ago
2007
— Automatic identification and extraction of bone contours from x-ray images is an essential first step task for further medical image analysis. In this paper we propose a 3D s...
102
Voted
IJCV
2000
15 years 12 days ago
2000
Bayesian parameter estimation can be used to generate statistically optimal solutions to the problem of cue integration. However, the complexity and dimensionality of these solutio...
106
Voted
JMLR
2010
14 years 7 months ago
2010
Given several related learning tasks, we propose a nonparametric Bayesian model that captures task relatedness by assuming that the task parameters (i.e., predictors) share a late...
120
Voted
JMLR
2010
14 years 7 months ago
2010
We are concerned with a multivariate response regression problem where the interest is in considering correlations both across response variates and across response samples. In th...