Gibbs flow for approximate transport with applications to Bayesian computation
Heng, J
Doucet, A
Pokern, Y
(29 Sep 2015)
doi:10.48550/arxiv.1509.08787
Grouping Priors and the Bayesian Elastic Net
Bornn, L
Gottardo, R
Doucet, A
(22 Jan 2010)
doi:10.48550/arxiv.1001.4083
Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks
Doucet, A
de Freitas, N
Murphy, K
Russell, S
(16 Jan 2013)
doi:10.48550/arxiv.1301.3853
Asymptotic Bias of Stochastic Gradient Search
Tadic, V
Doucet, A
(30 Aug 2017)
doi:10.48550/arxiv.1709.00291
Stability of Optimal Filter Higher-Order Derivatives
Tadic, V
Doucet, A
(25 Jun 2018)
doi:10.48550/arxiv.1806.09595
Bias of Particle Approximations to Optimal Filter Derivative
Tadic, V
Doucet, A
(25 Jun 2018)
doi:10.48550/arxiv.1806.09590
Discussions on "Riemann manifold Langevin and Hamiltonian Monte Carlo methods"
Barthelme, S
Beffy, M
Chopin, N
Doucet, A
Jacob, P
Johansen, A
Marin, J
Robert, C
(03 Nov 2010)
doi:10.48550/arxiv.1011.0834
On Particle Methods for Parameter Estimation in State-Space Models
Kantas, N
Doucet, A
Singh, S
Maciejowski, J
Chopin, N
(30 Dec 2014)
doi:10.48550/arxiv.1412.8695
Asymptotic Properties of Recursive Maximum Likelihood Estimation in Non-Linear State-Space Models
Tadic, V
Doucet, A
(25 Jun 2018)
doi:10.48550/arxiv.1806.09571
Limit theorems for sequential MCMC methods
Finke, A
Doucet, A
Johansen, A
(03 Jul 2018)
doi:10.48550/arxiv.1807.01057