Causal Modeling for Fairness In Dynamical Systems.
Elliot CreagerDavid MadrasToniann PitassiRichard S. ZemelPublished in: ICML (2020)
Keyphrases
- dynamical systems
- differential equations
- phase space
- dynamic systems
- qualitative simulation
- state space
- game theory
- control theory
- nonlinear dynamical systems
- linear systems
- nonlinear dynamics
- partially observable
- dynamical behavior
- optimal solution
- agent environment
- neural network
- discrete dynamical systems
- partially observable markov decision processes
- finite state
- model checking
- machine learning