Inference of transcriptional regulation using multi-objective optimization with Gaussian Process.
Xinxin ZhangRuirui JiYingmin YiPublished in: CISP-BMEI (2016)
Keyphrases
- multi objective optimization
- gaussian process
- covariance function
- multi objective
- expectation propagation
- gaussian processes
- evolutionary algorithm
- gaussian process regression
- approximate inference
- bayesian framework
- regression model
- genetic algorithm
- model selection
- latent variables
- semi supervised
- differential evolution
- nsga ii
- hyperparameters
- dynamic bayesian networks
- bayesian inference
- cross validation
- neural network
- markov random field
- probabilistic model
- image segmentation