Split-kl and PAC-Bayes-split-kl Inequalities for Ternary Random Variables.
Yi-Shan WuYevgeny SeldinPublished in: NeurIPS (2022)
Keyphrases
- random variables
- graphical models
- probability distribution
- risk bounds
- bayesian networks
- conditional independence
- normal distribution
- latent variables
- independent and identically distributed
- stochastic optimization problems
- joint distribution
- pac bayes
- linear classifiers
- active learning
- kl divergence
- marginal distributions
- image segmentation