Learning Quadratic Variance Function (QVF) DAG models via OverDispersion Scoring (ODS).
Gunwoong ParkGarvesh RaskuttiPublished in: CoRR (2017)
Keyphrases
- learning algorithm
- learning models
- prior knowledge
- accurate models
- neural nets
- learning process
- supervised learning
- parameter estimation
- machine learning algorithms
- statistical models
- standard deviation
- probabilistic model
- online learning
- maximum likelihood
- knowledge acquisition
- unsupervised learning
- complex systems
- learning problems
- learned models
- hidden markov models