Post Hoc Explanations for RNNs using State Transition Representations for Time Series Data.
Gargi GuptaPublished in: xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
Keyphrases
- state transition
- post hoc
- input output
- state transitions
- hidden markov models
- state transition model
- recurrent neural networks
- black box
- state space
- fuzzy neural network
- finite state machines
- probability distribution
- markov chain
- internal state
- echo state networks
- search algorithm
- database
- feedforward neural networks
- visual representations
- generating explanations