Search Machine Learning Repository:
All publications by Peter Sollich
authors venues years



Learning curves for multi-task Gaussian process regression
Peter Sollich and Simon Ashton
Advances in Neural Information Processing Systems 25, 2012


Exact learning curves for Gaussian process regression on large random graphs
Matthew Urry and Peter Sollich
Advances in Neural Information Processing Systems 23, 2010


Kernels and learning curves for Gaussian process regression on random graphs
Peter Sollich, Matthew Urry and Camille Coti
Advances in Neural Information Processing Systems 22, 2009


Using the Equivalent Kernel to Understand Gaussian Process Regression
Peter Sollich and Christopher Williams
Advances in Neural Information Processing Systems 17, 2004


Gaussian Process Regression with Mismatched Models
Peter Sollich
Advances in Neural Information Processing Systems 14, 2001