We do not use Gaussian Processes. For our purposes, with some customization we were able to obtain comparable accuracy from multiple algorithms, both parametric and non-parametric. Being able to study and understand the domain/data offline helps immensely with this.
Gaussian processes didn't scale up as well as some of the other algos we tried, but would have been one of our top choices otherwise.
We do not use Gaussian Processes. For our purposes, with some customization we were able to obtain comparable accuracy from multiple algorithms, both parametric and non-parametric. Being able to study and understand the domain/data offline helps immensely with this.
Gaussian processes didn't scale up as well as some of the other algos we tried, but would have been one of our top choices otherwise.