PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by David Duvenaud

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Number of EPrints submitted by this user: 5

Causal Learning without DAGs
David Duvenaud, Daniel Daniel Eaton, Kevin Murphy and Mark Schmidt
Journal of Machine Learning Research Volume Challenges in Causality, Number W&CP 6, pp. 177-190, 2010.

Additive Gaussian Processes
David Duvenaud, Hannes Nickisch and Carl Rasmussen
Advances in Neural Information Processing Systems Number 25, 2011.

Additive Gaussian Processes
David Duvenaud, Hannes Nickisch and Carl Edward Rasmussen
Neural Information Processing Systems Volume 24, 2011.

Optimally-Weighted Herding is Bayesian Quadrature
Ferenc Huszar and David Duvenaud
Uncertainty in Artificial Intelligence 2012.

Active Learning of Model Evidence Using Bayesian Quadrature
Michael Osborne, David Duvenaud, Roman Garnett, Stephen Roberts, Carl Edward Rasmussen and Zoubin Ghahramani
In: Neural Information Processing Systems, 3-9 Dec 2012, Lake Tahoe, California, USA.