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Workload-aware Materialization for Efficient Variable Elimination on Bayesian Networks.
Çigdem Aslay
Martino Ciaperoni
Aristides Gionis
Michael Mathioudakis
Published in:
ICDE (2021)
Keyphrases
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variable elimination
bayesian networks
inference in bayesian networks
probabilistic inference
graphical models
belief networks
structure learning
neural network
probability distribution
least squares
relational databases
dynamic programming
conditional probabilities
incomplete data
conditional independence