Investigating SINDy as a Tool for Causal Discovery in Time Series Signals.

Andrew O'Brien Rosina Weber Edward Kim

Published in: ICASSP (2023)

Keyphrases

causal discovery
causal models
causal structure
causal relationships
signal processing
non stationary
directed acyclic graph
markov blanket
bayesian networks
experimental data
discovery process
learning algorithm
conditional independence
databases
reinforcement learning