Multi-fidelity modeling with different input domain definitions using Deep Gaussian Processes.
Ali HebbalLoïc BrevaultMathieu BalesdentEl-Ghazali TalbiNouredine MelabPublished in: CoRR (2020)
Keyphrases
- gaussian processes
- gaussian process
- gaussian process models
- gaussian process regression
- multitask learning
- multi task learning
- covariance function
- human pose estimation
- preference learning
- multi task
- bayesian networks
- probabilistic model
- input data
- pose estimation
- image reconstruction
- hyperparameters
- lower bound
- reinforcement learning
- relevance vector machine