An Empirical Study of Methods for SPN Learning and Inference.
Cory J. ButzJhonatan de S. OliveiraAndré E. dos SantosAndré L. TeixeiraPascal PoupartAgastya KalraPublished in: PGM (2018)
Keyphrases
- empirical studies
- learning process
- learning systems
- significant improvement
- data sets
- human experts
- learning problems
- knowledge acquisition
- learning algorithm
- discriminative learning
- computational cost
- preprocessing
- benchmark datasets
- bayesian networks
- learning models
- parameter learning
- linear predictors
- petri net
- learning experience
- supervised learning
- neural network