Publications

Welling, M., Rosen-Zvi, M. and Teh, Y. (2004) “Approximate inference by Markov chains on union spaces”, Proceedings, Twenty-First International Conference on Machine Learning, ICML 2004, pp. 847–854.
Teh, Y. et al. (2004) “Energy-based models for sparse overcomplete representations”, Journal of Machine Learning Research, 4(7-8), pp. 1235–1260.
Welling, M. and Teh, Y. (2004) “Linear response for approximate inference”, in Advances in Neural Information Processing Systems.