AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms.
Marco F. Cusumano-TownerVikash K. MansinghkaPublished in: NIPS (2017)
Keyphrases
- probabilistic inference
- computational complexity
- learning algorithm
- variable elimination
- elimination algorithm
- clique tree
- neural network
- bucket elimination
- optimal solution
- dynamic programming
- matching algorithm
- loopy belief propagation
- np hard
- graphical models
- expectation maximization
- data sets
- support vector machine svm
- message passing
- training set
- induction algorithms
- objective function
- bayesian networks
- context specific independence