Unifying supervised learning and VAEs - automating statistical inference in high-energy physics.
Thorsten GlüsenkampPublished in: CoRR (2020)
Keyphrases
- statistical inference
- high energy physics
- supervised learning
- statistical learning
- machine learning
- model selection
- bayesian inference
- scientific data
- bitmap indices
- graphical models
- unsupervised learning
- semi supervised
- learning algorithm
- training data
- semi supervised learning
- active learning
- semi parametric
- reinforcement learning
- training set
- statistical methods
- data sets
- class labels
- machine learning algorithms
- labeled data
- information theory
- cross validation
- metadata
- statistical analysis
- dimensionality reduction