Uncertainty Autoencoders: Learning Compressed Representations via Variational Information Maximization.
Aditya GroverStefano ErmonPublished in: AISTATS (2019)
Keyphrases
- prior knowledge
- information sources
- learning algorithm
- active learning
- objective function
- learning process
- partial information
- sensory data
- neural network
- online learning
- supervised learning
- higher level
- information processing
- background knowledge
- conditional random fields
- information sharing
- learning tasks
- inductive inference
- domain knowledge
- data structure