Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence Functions.
Ahmed M. AlaaMihaela van der SchaarPublished in: ICML (2020)
Keyphrases
- recurrent neural networks
- neural network
- recurrent networks
- echo state networks
- neural model
- complex valued
- reservoir computing
- feed forward
- artificial neural networks
- hidden layer
- feedforward neural networks
- cascade correlation
- nonlinear dynamic systems
- long short term memory
- decision theory
- hebbian learning
- robust optimization
- basis functions
- rough sets
- fuzzy logic
- long term
- prior knowledge
- genetic algorithm