Fast Bayesian Updates for Deep Learning with a Use Case in Active Learning.
Marek HerdeZhixin HuangDenis HuseljicDaniel KottkeStephan VogtBernhard SickPublished in: CoRR (2022)
Keyphrases
- deep learning
- active learning
- machine learning
- unsupervised learning
- unsupervised feature learning
- supervised learning
- learning strategies
- semi supervised
- deep architectures
- bayesian networks
- learning algorithm
- maximum likelihood
- training set
- weakly supervised
- decision trees
- mental models
- principal component analysis
- online learning
- training examples
- information retrieval
- image segmentation
- feature extraction
- learning process
- high dimensional