Leveraging Probabilistic Circuits for Nonparametric Multi-Output Regression.
Zhongjie YuMingye ZhuMartin TrappArseny SkryaginKristian KerstingPublished in: CoRR (2021)
Keyphrases
- nonparametric regression
- data driven
- hierarchical bayesian
- high speed
- information theoretic
- bayesian networks
- probabilistic model
- regression model
- regression method
- linear regression
- probabilistic logic
- gaussian processes
- gaussian process
- bayesian modeling
- delay insensitive
- ridge regression
- support vector regression
- uncertain data
- generative model
- rbf network
- regression analysis
- regression problems
- posterior probability
- regression algorithm
- conditional probabilities
- latent variables
- multiple input
- model selection
- least squares
- probabilistic principal component analysis