Understanding the host-pathogen evolutionary balance through Gaussian process modeling of SARS-CoV-2.
Salvatore LoguercioBen C. CalverleyChao WangDaniel B. ShakPei ZhaoShuhong SunG. R. Scott BudingerWilliam E. BalchPublished in: Patterns (2023)
Keyphrases
- gaussian process
- gaussian processes
- bayesian modeling
- gaussian process models
- gaussian process regression
- dynamical models
- hyperparameters
- regression model
- bayesian framework
- model selection
- approximate inference
- semi supervised
- gaussian process classification
- latent variables
- dynamical model
- expectation propagation
- genetic algorithm
- closed form
- marginal likelihood
- dynamic bayesian networks
- latent space
- generative model
- active learning
- similarity measure
- learning algorithm