Bayesian Active Learning for Scanning Probe Microscopy: from Gaussian Processes to Hypothesis Learning.
Maxim A. ZiatdinovYongtao LiuKyle P. KelleyRama K. VasudevanSergei V. KalininPublished in: CoRR (2022)
Keyphrases
- gaussian processes
- active learning
- preference learning
- multi task learning
- multitask learning
- bayesian methods
- gaussian process
- ordinal regression
- learning algorithm
- multi task
- learning process
- supervised learning
- bayesian approaches
- prior knowledge
- reinforcement learning
- learning tasks
- data sets
- relevance vector machine
- learning styles
- maximum likelihood