| 2022 | ICLR | Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration. | Cian Eastwood, Ian Mason, Christopher K. I. Williams, Bernhard Schlkopf |
| 2020 | AISTATS | Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data. | Simo Eduardo, Alfredo Nazbal, Christopher K. I. Williams, Charles Sutton |
| 2019 | AISTATS | Multi-Task Time Series Analysis applied to Drug Response Modelling. | Alex Bird, Christopher K. I. Williams, Christopher Hawthorne |
| 2019 | AISTATS | Inverting Supervised Representations with Autoregressive Neural Density Models. | Charlie Nash, Nate Kushman, Christopher K. I. Williams |
| 2018 | ICLR | A Framework for the Quantitative Evaluation of Disentangled Representations. | Cian Eastwood, Christopher K. I. Williams |
| 2016 | ECCV | Overcoming Occlusion with Inverse Graphics. | Pol Moreno, Christopher K. I. Williams, Charlie Nash, Pushmeet Kohli |
| 2015 | UAI | Discriminative Switching Linear Dynamical Systems applied to Physiological Condition Monitoring. | Konstantinos Georgatzis, Christopher K. I. Williams |
| 2014 | AISTATS | Visual Boundary Prediction: A Deep Neural Prediction Network and Quality Dissection. | Jyri J. Kivinen, Christopher K. I. Williams, Nicolas Heess |
| 2014 | UAI | A Hierarchical Switching Linear Dynamical System Applied to the Detection of Sepsis in Neonatal Condition Monitoring. | Ioan Stanculescu, Christopher K. I. Williams, Yvonne Freer |
| 2011 | AIME | Automating the Calibration of a Neonatal Condition Monitoring System. | Christopher K. I. Williams, Ioan Stanculescu |
| 2011 | BMVC | Factored Shapes and Appearances for Parts-based Object Understanding. | Seyed Mohammadali Eslami, Christopher K. I. Williams |
| 2011 | ICANN | Transformation Equivariant Boltzmann Machines. | Jyri J. Kivinen, Christopher K. I. Williams |
| 2009 | BMVC | Learning Generative Texture Models with extended Fields-of-Experts. | Nicolas Heess, Christopher K. I. Williams, Geoffrey E. Hinton |
| 2008 | ICASSP | Signal masking in Gaussian channels. | John A. Quinn, Christopher K. I. Williams |
| 2007 | IBPRIA | Known Unknowns: Novelty Detection in Condition Monitoring. | John A. Quinn, Christopher K. I. Williams |
| 2006 | CGO | Using Machine Learning to Focus Iterative Optimization. | Felix V. Agakov, Edwin V. Bonilla, John Cavazos, Bjrn Franke, Grigori Fursin, Michael F. P. O'Boyle, John Thomson, Marc Toussaint, Christopher K. I. Williams |
| 2006 | ICML | Predictive search distributions. | Edwin V. Bonilla, Christopher K. I. Williams, Felix V. Agakov, John Cavazos, John Thomson, Michael F. P. O'Boyle |
| 2005 | BMVC | Fast Learning of Sprites using Invariant Features. | Moray Allan, Michalis K. Titsias, Christopher K. I. Williams |
| 2005 | RECOMB | Probabilistic | Wolfgang P. Lehrach, Dirk Husmeier, Christopher K. I. Williams |
| 2004 | CVPR | Fast Unsupervised Greedy Learning of Multiple Objects and Parts from Video. | Michalis K. Titsias, Christopher K. I. Williams |
| 2003 | AISTATS | Fast Forward Selection to Speed Up Sparse Gaussian Process Regression. | Matthias W. Seeger, Christopher K. I. Williams, Neil D. Lawrence |
| 2003 | UAI | Renewal Strings for Cleaning Astronomical Databases. | Amos J. Storkey, Nigel C. Hambly, Christopher K. I. Williams, Robert G. Mann |
| 2002 | ALT | On the Eigenspectrum of the Gram Matrix and Its Relationship to the Operator Eigenspectrum. | John Shawe-Taylor, Christopher K. I. Williams, Nello Cristianini, Jaz S. Kandola |
| 2002 | DIS | On the Eigenspectrum of the Gram Matrix and Its Relationship to the Operator Eigenspectrum. | John Shawe-Taylor, Christopher K. I. Williams, Nello Cristianini, Jaz S. Kandola |
| 2002 | ECCV | Dynamic Trees: Learning to Model Outdoor Scenes. | Nicholas J. Adams, Christopher K. I. Williams |
| 2001 | AISTATS | Dynamic Positional Trees for Structural Image Analysis. | Amos J. Storkey, Christopher K. I. Williams |
| 2000 | ICML | The Effect of the Input Density Distribution on Kernel-based Classifiers. | Christopher K. I. Williams, Matthias W. Seeger |
| 2000 | ICPR | MFDTs: Mean Field Dynamic Trees. | Nicholas J. Adams, Amos J. Storkey, Christopher K. I. Williams, Zoubin Ghahramani |
| 1996 | ICANN | GTM: A Principled Alternative to the Self-Organizing Map. | Christopher M. Bishop, Markus Svensn, Christopher K. I. Williams |