NeuralBlitz What I do
- Build Gaussian process models
- Work with kernel methods
- Apply Bayesian nonparametrics
- Perform uncertainty quantification
When to use me
When working with Gaussian processes or kernel-based methods.
Key Concepts
- Gaussian processes
- Kernel functions
- Kernel ridge regression
- Bayesian optimization
- Covariance functions
- Hyperparameter optimization
- Sparse GPs