2218 search results - page 271 / 444 » Bayesian Treed Models |
157
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
Many temporal processes can be naturally modeled as a stochastic system that evolves continuously over time. The representation language of continuous-time Bayesian networks allow...
140
Voted
SIGIR
2008
ACM
15 years 3 months 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...
116
Voted
CDC
2010
IEEE
14 years 10 months ago
2010
IEEE
Any systematic decision-making design selects a decision strategy that makes the resulting closed-loop behaviour close to the desired one. Fully Probabilistic Design (FPD) describe...
121
Voted
UAI
1997
15 years 4 months ago
1997
Recursive graphical models usually underlie the statistical modelling concerning probabilistic expert systems based on Bayesian networks. This paper de nes a version of these mode...
117
Voted
ACL
2010
15 years 1 months ago
2010
This paper examines how a new class of nonparametric Bayesian models can be effectively applied to an open-domain event coreference task. Designed with the purpose of clustering c...