Search Machine Learning Repository:
All publications by David A. Knowles
authors venues years



A nonparametric variable clustering model
Konstantina Palla, Zoubin Ghahramani and David A. Knowles
Advances in Neural Information Processing Systems 25, 2012


Gaussian Process Regression Networks
Andrew Wilson, Zoubin Ghahramani and David A. Knowles
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


An Infinite Latent Attribute Model for Network Data
Konstantina Palla, Zoubin Ghahramani and David A. Knowles
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Non-conjugate Variational Message Passing for Multinomial and Binary Regression
David A. Knowles and Tom Minka
Advances in Neural Information Processing Systems 24, 2011


Message Passing Algorithms for the Dirichlet Diffusion Tree
Jurgen V. Gael, Zoubin Ghahramani and David A. Knowles
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Large Scale Nonparametric Bayesian Inference: Data Parallelisation in the Indian Buffet Process
Finale Doshi-velez, Shakir Mohamed, Zoubin Ghahramani and David A. Knowles
Advances in Neural Information Processing Systems 22, 2009