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You Only Derive Once (YODO): Automatic Differentiation for Efficient Sensitivity Analysis in Bayesian Networks.
Rafael Ballester-Ripoll
Manuele Leonelli
Published in:
PGM (2022)
Keyphrases
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sensitivity analysis
bayesian networks
managerial insights
influence diagrams
dynamic programming
variational inequalities
constrained optimization
neural network
image sequences
special case
linear programming
naive bayes
cost effective
computationally expensive
efficient computation