Auto-tune: PAC-Bayes Optimization over Prior and Posterior for Neural Networks.
Xitong ZhangAvrajit GhoshGuangliang LiuRongrong WangPublished in: CoRR (2023)
Keyphrases
- pac bayes
- neural network
- risk bounds
- artificial neural networks
- pattern recognition
- prior knowledge
- probability distribution
- back propagation
- prior information
- fault diagnosis
- risk minimization
- generalization bounds
- linear classifiers
- gaussian process
- bayesian framework
- theoretical framework
- decision trees
- machine learning