Complementary Learning for Real-World Model Failure Detection.
Daniel BogdollFinn SartorisVincent GeppertSvetlana PavlitskaJ. Marius ZöllnerPublished in: CoRR (2024)
Keyphrases
- real world
- probabilistic model
- learning systems
- learning scheme
- prior knowledge
- computational model
- data sets
- learning phase
- learning models
- probability distribution
- mathematical model
- failure detection
- hidden variables
- conceptual model
- statistical model
- theoretical framework
- synthetic data
- parameter estimation
- theoretical analysis
- maximum likelihood
- neural nets
- active learning
- wide range
- reinforcement learning
- learning mechanism
- high level
- learning algorithm