Grouping Priors and the Bayesian Elastic Net
Bornn, L
Gottardo, R
Doucet, A
(22 Jan 2010)
Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks
Doucet, A
de Freitas, N
Murphy, K
Russell, S
(16 Jan 2013)
Asymptotic Bias of Stochastic Gradient Search
Tadic, V
Doucet, A
(30 Aug 2017)
Stability of Optimal Filter Higher-Order Derivatives
Tadic, V
Doucet, A
(25 Jun 2018)
Bias of Particle Approximations to Optimal Filter Derivative
Tadic, V
Doucet, A
(25 Jun 2018)
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)
On Particle Methods for Parameter Estimation in State-Space Models
Kantas, N
Doucet, A
Singh, S
Maciejowski, J
Chopin, N
(30 Dec 2014)
Asymptotic Properties of Recursive Maximum Likelihood Estimation in Non-Linear State-Space Models
Tadic, V
Doucet, A
(25 Jun 2018)
Limit theorems for sequential MCMC methods
Finke, A
Doucet, A
Johansen, A
(03 Jul 2018)
Efficient Bayesian Inference for Switching State-Space Models using Discrete Particle Markov Chain Monte Carlo Methods
Whiteley, N
Andrieu, C
Doucet, A
(10 Nov 2010)