Counterfactual Maximum Likelihood Estimation for Training Deep Networks.
Xinyi WangWenhu ChenMichael SaxonWilliam Yang WangPublished in: NeurIPS (2021)
Keyphrases
- maximum likelihood estimation
- maximum likelihood
- em algorithm
- minimum classification error
- parameter estimation
- expectation maximization
- mixture of gaussians
- multivariate gaussian
- probability distribution
- training set
- boltzmann machine
- density function
- training algorithm
- deep learning
- supervised learning
- density estimates
- probability density
- reinforcement learning
- maximum a posteriori
- image processing
- model selection
- nearest neighbor
- bayesian networks