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All publications by Arnaud Doucet
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Expectation Particle Belief Propagation
Thibaut Lienart, Yee W. Teh and Arnaud Doucet
Advances in Neural Information Processing Systems 28, 2015


Fast Computation of Wasserstein Barycenters
Marco Cuturi and Arnaud Doucet
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Towards scaling up Markov chain Monte Carlo: an adaptive subsampling approach
RĂ©mi Bardenet, Arnaud Doucet and Chris Holmes
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Asynchronous Anytime Sequential Monte Carlo
Brooks Paige, Frank Wood, Arnaud Doucet and Yee W. Teh
Advances in Neural Information Processing Systems 27, 2014


Bayesian Nonparametric Models on Decomposable Graphs
Francois Caron and Arnaud Doucet
Advances in Neural Information Processing Systems 22, 2009


An Expectation Maximization Algorithm for Continuous Markov Decision Processes with Arbitrary Reward
Matthew D. Hoffman, Nando D. Freitas, Arnaud Doucet and Jan R. Peters
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


Sparse Bayesian nonparametric regression
Francois Caron and Arnaud Doucet
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Bayesian Policy Learning with Trans-Dimensional MCMC
Matthew Hoffman, Arnaud Doucet, Nando D. Freitas and Ajay Jasra
Advances in Neural Information Processing Systems 20, 2007


Fast particle smoothing: if I had a million particles
Mike Klaas, Mark Briers, Nando D. Freitas, Arnaud Doucet, Simon Maskell and Dustin Lang
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Adapting two-class support vector classification methods to many class problems
Simon I. Hill and Arnaud Doucet
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Sequential Bayesian Kernel Regression
Jaco Vermaak, Simon J. Godsill and Arnaud Doucet
Advances in Neural Information Processing Systems 16, 2003


Rao-Blackwellised Particle Filtering via Data Augmentation
Christophe Andrieu, Nando D. Freitas and Arnaud Doucet
Advances in Neural Information Processing Systems 14, 2001