Causal Modeling for Fairness in Dynamical Systems.
Elliot CreagerDavid MadrasToniann PitassiRichard S. ZemelPublished in: CoRR (2019)
Keyphrases
- dynamical systems
- dynamic systems
- differential equations
- nonlinear dynamical systems
- control theory
- game theory
- state space
- qualitative simulation
- phase space
- linear systems
- machine learning
- discrete dynamical systems
- dynamical models
- partially observable
- neural network
- partially observable markov decision processes
- qualitative reasoning
- hidden markov models
- predictive state representations