445 search results - page 4 / 89 » A Bayesian Committee Machine |
ML
2000
ACM
14 years 9 months ago
2000
ACM
MultiBoosting is an extension to the highly successful AdaBoost technique for forming decision committees. MultiBoosting can be viewed as combining AdaBoost with wagging. It is abl...
FLAIRS
2008
14 years 11 months ago
2008
Retinopathy of Prematurity (ROP) is a disorder afflicting prematurely born infants. ROP can be positively diagnosed a few weeks after birth. The goal of this study is to build an ...
ACL
2012
12 years 11 months ago
2012
Bayesian approaches have been shown to reduce the amount of overfitting that occurs when running the EM algorithm, by placing prior probabilities on the model parameters. We appl...
ICML
2001
IEEE
15 years 10 months ago
2001
IEEE
The Bayesian framework is ideally suited for induction problems. The probability of observing xt at
ICML
2005
IEEE
15 years 10 months ago
2005
IEEE
Learning agents can improve performance cooperating with other agents, particularly learning agents forming a committee outperform individual agents. This "ensemble effect&qu...