FPGA-Accelerated Causal Discovery with Conditional Independence Test Prioritization.
Ce GuoDiego CupelloWayne LukJoshua M. LevineAlexander WarrenPeter BrookesPublished in: FPL (2023)
Keyphrases
- causal discovery
- conditional independence
- causal models
- bayesian networks
- directed acyclic graph
- causal relationships
- causal structure
- random variables
- probability distribution
- graphical models
- structure learning
- discovery process
- markov blanket
- possibility theory
- axiomatic characterization
- causal relations
- machine learning
- conditional independencies
- observational data