836 search results - page 101 / 168 » Online EM Algorithm for Latent Data Models |
113
Voted
KDD
2009
ACM
16 years 1 months ago
2009
ACM
In this paper, we consider the problem of combining link and content analysis for community detection from networked data, such as paper citation networks and Word Wide Web. Most ...
111
Voted
WSDM
2010
ACM
15 years 10 months ago
2010
ACM
This article describes an application of the partially observable Markov (POM) model to the analysis of a large scale commercial web search log. Mathematically, POM is a variant o...
96
Voted
AAAI
2007
15 years 3 months ago
2007
We present black-box techniques for learning how to interleave the execution of multiple heuristics in order to improve average-case performance. In our model, a user is given a s...
83
Voted
ICPR
2006
IEEE
16 years 1 months ago
2006
IEEE
We propose a competitive finite mixture of neurons (or perceptrons) for solving binary classification problems. Our classifier includes a prior for the weights between different n...
119
Voted
JMLR
2008
15 years 19 days ago
2008
We describe and analyze an algorithmic framework for online classification where each online trial consists of multiple prediction tasks that are tied together. We tackle the prob...