LSMI-Sinkhorn: Semi-supervised Squared-Loss Mutual Information Estimation with Optimal Transport.
Yanbin LiuMakoto YamadaYao-Hung Hubert TsaiTam LeRuslan SalakhutdinovYi YangPublished in: CoRR (2019)
Keyphrases
- mutual information
- semi supervised
- information theoretic
- image registration
- squared loss
- parzen window
- similarity measure
- worst case
- labeled data
- semi supervised learning
- optimal solution
- feature selection
- unlabeled data
- dynamic programming
- optimal control
- estimation algorithm
- information gain
- co training
- optimal design
- estimation accuracy