2 search results - page 1 / 1 » Mixtures of regressions with predictor-dependent mixing prop... |
72
Voted
CSDA
2010
14 years 10 months ago
2010
We extend the standard mixture of linear regressions model by allowing mixing proportions to be modeled nonparametrically as a function of the predictors. This framework allows fo...
83
Voted
KDD
2008
ACM
15 years 10 months ago
2008
ACM
Classic mixture models assume that the prevalence of the various mixture components is fixed and does not vary over time. This presents problems for applications where the goal is...