Learned Uncertainty-Aware (LUNA) Bases for Bayesian Regression using Multi-Headed Auxiliary Networks.
Sujay ThakurCooper LorsungYaniv YacobyFinale Doshi-VelezWeiwei PanPublished in: CoRR (2020)
Keyphrases
- gaussian processes
- decision theory
- sparse bayesian learning
- dempster shafer
- social networks
- regression model
- posterior probability
- model selection
- basis functions
- complex networks
- linear regression
- bayesian inference
- multi task
- data driven
- regression problems
- bayesian networks
- routing protocol
- computer networks
- heterogeneous networks
- uncertain information
- machine learning