Arnaud Doucet

Arnaud Doucet

Computational Statistics, Monte Carlo methods

Publications

2016

  • F. Caron, W. Neiswanger, F. Wood, A. Doucet, M. Davy, Generalized Pólya Urn for Time-Varying Pitman-Yor Processes, Journal of Machine Learning Research (JMLR), 2016.

2015

  • T. Lienart, Y. W. Teh, A. Doucet, Expectation Particle Belief Propagation, in Advances in Neural Information Processing Systems (NIPS), 2015.
    Project: sgmcmc

2014

  • B. Paige, F. Wood, A. Doucet, Y. W. Teh, Asynchronous Anytime Sequential Monte Carlo, in Advances in Neural Information Processing Systems (NIPS), 2014.
    Project: sgmcmc

2009

  • F. Caron, A. Doucet, Bayesian Nonparametric Models on Decomposable Graphs, in Advances in Neural Information Processing Systems (NIPS), 2009.

2008

  • F. Caron, M. Davy, A. Doucet, E. Duflos, P. Vanheeghe, Bayesian inference for linear dynamic models with Dirichlet process mixtures, IEEE Transactions on Signal Processing, vol. 56, no. 1, 71–84, 2008.

2007

  • F. Caron, M. Davy, A. Doucet, Generalized Polya urn for time-varying Dirichlet process mixtures, in Uncertainty in Artificial Intelligence (UAI), 2007.