EM-Based Inference of True Labels Using Confidence Judgments.
Satoshi OyamaYukino BabaYuko SakuraiHisashi KashimaPublished in: HCOMP (Works in Progress / Demos) (2013)
Keyphrases
- confidence scores
- collective classification
- bayesian networks
- expectation maximization
- gibbs sampling
- probabilistic inference
- em algorithm
- inference process
- training data
- bayesian model
- parameter learning
- multi label
- class labels
- pairwise
- unsupervised learning
- generative model
- maximum likelihood
- confidence level
- training set
- confidence measure
- statistical relational learning
- machine learning
- expected loss
- high confidence
- exact inference
- relevance judgments
- bayesian inference
- belief networks
- training examples
- probabilistic model
- k means