NIPS Proceedings
β
Books
Christopher K. I. Williams
16 Papers
On a Connection between Kernel PCA and Metric Multidimensional Scaling
(2000)
Using the Nyström Method to Speed Up Kernel Machines
(2000)
A MCMC Approach to Hierarchical Mixture Modelling
(1999)
Adding Constrained Discontinuities to Gaussian Process Models of Wind Fields
(1998)
Discovering Hidden Features with Gaussian Processes Regression
(1998)
DTs: Dynamic Trees
(1998)
Finite-Dimensional Approximation of Gaussian Processes
(1998)
Regression with Input-dependent Noise: A Gaussian Process Treatment
(1997)
Computing with Infinite Networks
(1996)
Gaussian Processes for Bayesian Classification via Hybrid Monte Carlo
(1996)
GTM: A Principled Alternative to the Self-Organizing Map
(1996)
EM Optimization of Latent-Variable Density Models
(1995)
Gaussian Processes for Regression
(1995)
Using a neural net to instantiate a deformable model
(1994)
Directional-Unit Boltzmann Machines
(1992)
Adaptive Elastic Models for Hand-Printed Character Recognition
(1991)
2 Books
Advances in Neural Information Processing Systems 23
(2010)
Advances in Neural Information Processing Systems 22
(2009)