801 search results - page 41 / 161 » Estimating Likelihoods for Topic Models |
84
Voted
ECML
2005
Springer
15 years 6 months ago
2005
Springer
We study estimation of mixture models for problems in which multiple views of the instances are available. Examples of this setting include clustering web pages or research papers ...
75
Voted
UAI
2004
15 years 2 months ago
2004
We consider the problem of estimating the distribution underlying an observed sample of data. Instead of maximum likelihood, which maximizes the probability of the observed values...
100
Voted
CORR
2007
Springer
15 years 23 days ago
2007
Springer
— We use statistical estimates of the entropy rate of spike train data in order to make inferences about the underlying structure of the spike train itself. We first examine a n...
101
Voted
WWW
2002
ACM
16 years 1 months ago
2002
ACM
The Web graph is a giant social network whose properties have been measured and modeled extensively in recent years. Most such studies concentrate on the graph structure alone, an...
116
Voted
AAAI
2006
15 years 2 months ago
2006
This paper presents multi-conditional learning (MCL), a training criterion based on a product of multiple conditional likelihoods. When combining the traditional conditional proba...