IEEE

Variational inference for conditional random fields

Abstract: Conditional random fields (CRFs) have been popular for contextual pattern classification. This paper presents two variational inference methods for direct approximation of a conditional ...
www.cs.cmu.edu

Bayes Nets

Answer any query from a joint distribution. Construct joint distribution from conditional probability tables using chain rule. Construct joint distribution from Bayes net and conditional probability ...
Nature

Imprecise Probabilities and Credal Networks

Imprecise probabilities offer a rigorous framework to characterise uncertainty when precise numerical probabilities are either unavailable or unwarranted. This concept expands traditional probability ...
IEEE

Alisha P. B.

Energy Barrier,Free Layer,Random Generation,Switching Probability,Area Overhead,Autocorrelation Plots,Bayesian Inference,Bayesian Model,Causal Elements,Compact Model ...