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All publications by David K. Duvenaud
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Convolutional Networks on Graphs for Learning Molecular Fingerprints
David K. Duvenaud, Dougal Maclaurin, Jorge Iparraguirre, Rafael Bombarell, Timothy Hirzel, Alan Aspuru-guzik and Ryan P. Adams
Advances in Neural Information Processing Systems 28, 2015


Probabilistic ODE Solvers with Runge-Kutta Means
Michael Schober, David K. Duvenaud and Philipp Hennig
Advances in Neural Information Processing Systems 27, 2014


Active Learning of Model Evidence Using Bayesian Quadrature
Michael Osborne, Roman Garnett, Zoubin Ghahramani, David K. Duvenaud, Stephen J. Roberts and Carl E. Rasmussen
Advances in Neural Information Processing Systems 25, 2012


Additive Gaussian Processes
David K. Duvenaud, Hannes Nickisch and Carl E. Rasmussen
Advances in Neural Information Processing Systems 24, 2011