The Sparse GP software is based on the following papers:
- L. Csato, E. Fokue, M. Opper, B. Schottky, O. Winther (2000):
Efficient Approaches to Gaussian Process Classification, Advances in Neural Information Processing
Systems 13. A draft version is at NCRG/99/025
- L. Csato, M. Opper (2002): Sparse Online Gaussian Processes,
Neural Computation, 14/3 641-669, draft version available as a
draft report at NCRG/2001/014
- L. Csato (2002): Gaussian Processes - Iterative Sparse
Approximation, PhD Thesis, Aston University, available from NCRG/2002/013
Here you can find the HTML version of the thesis where most of the
mathematical details are explained.
Here you can find the List of
References from the thesis.
Some collections of references related to Gaussian Processes:
References can also be found in the Examples
Questions, comments, suggestions: contact Lehel