What have I done?
Conference Proceedings
Probabilistic Deterministic Infinite Automata [pdf][talk]
David Pfau, Nicholas Bartlett and Frank Wood
Neural Information Processing Systems, Vancouver 2010.
Forgetting Counts: Constant Memory Inference for a Dependent Hierarchical Pitman-Yor Process [pdf]
Nicholas Bartlett, David Pfau and Frank Wood
International Conference on Machine Learning, Haifa 2010.
Poster Presentations
Bayesian Infinite Automata
David Pfau, Nicholas Bartlett and Frank Wood
NYAS Machine Learning Symposium, New York City 2010.
A Bayesian Method to Predict the Optimal Diffusion Coefficient in Random Fixational Eye Movements
David Pfau, Xaq Pitkow and Liam Paninski
Computational and Systems Neuroscience, Salt Lake City 2009.