A-NeSI: A Scalable Approximate Method for Probabilistic Neurosymbolic Inference.
Emile van KriekenThiviyan ThanapalasingamJakub M. TomczakFrank van HarmelenAnnette ten TeijePublished in: NeurIPS (2023)
Keyphrases
- high accuracy
- significant improvement
- support vector machine
- pairwise
- dynamic programming
- synthetic data
- detection method
- clustering method
- experimental evaluation
- inference mechanism
- data sets
- parameter estimation
- support vector machine svm
- mutual information
- probabilistic model
- preprocessing
- multiscale
- image registration
- computational cost
- feature set
- prior knowledge
- k means
- multiresolution
- optimization algorithm
- computational complexity
- posterior probability
- belief networks
- bayesian networks