LazyIter: A Fast Algorithm for Counting Markov Equivalent DAGs and Designing Experiments.
Ali AhmadiTeshniziSaber SalehkaleybarNegar KiyavashPublished in: ICML (2020)
Keyphrases
- directed acyclic graph
- markov property
- equivalence class
- conditional independence
- markov model
- data sets
- markov chain
- markov equivalence classes
- bayesian networks
- equivalence classes
- random variables
- rough sets
- markov processes
- approximation methods
- state space
- wireless sensor networks
- hidden markov models
- user interface
- preprocessing
- case study
- knowledge base
- genetic algorithm
- neural network