Interacting Particle Markov Chain Monte Carlo
Rainforth, T
Naesseth, C
Lindsten, F
Paige, B
van de Meent, J
Doucet, A
Wood, F
(16 Feb 2016)
doi:10.48550/arxiv.1602.05128
Forward Smoothing using Sequential Monte Carlo
Del Moral, P
Doucet, A
Singh, S
(24 Dec 2010)
doi:10.48550/arxiv.1012.5390
Uniform Stability of a Particle Approximation of the Optimal Filter Derivative
Del Moral, P
Doucet, A
Singh, S
(13 Jun 2011)
doi:10.48550/arxiv.1106.2525
On nonlinear Markov chain Monte Carlo
Andrieu, C
Jasra, A
Doucet, A
Del Moral, P
(15 Jul 2011)
doi:10.48550/arxiv.1107.3046
Interacting Markov chain Monte Carlo methods for solving nonlinear measure-valued equations
Del Moral, P
Doucet, A
(28 Sep 2010)
doi:10.48550/arxiv.1009.5749
On the Impact of the Activation Function on Deep Neural Networks Training
Hayou, S
Doucet, A
Rousseau, J
(18 Feb 2019)
doi:10.48550/arxiv.1902.06853
Augmented Neural ODEs
Dupont, E
Doucet, A
Teh, Y
(02 Apr 2019)
doi:10.48550/arxiv.1904.01681
Exact Convergence Rates of the Neural Tangent Kernel in the Large Depth Limit
Hayou, S
Doucet, A
Rousseau, J
(31 May 2019)
doi:10.48550/arxiv.1905.13654
Bayesian Inference for Linear Dynamic Models with Dirichlet Process Mixtures
Caron, F
Davy, M
Doucet, A
Duflos, E
Vanheeghe, P
(08 Feb 2007)
doi:10.48550/arxiv.math/0702225
Network Consensus in the Wasserstein Metric Space of Probability Measures
Bishop, A
Doucet, A
(01 Apr 2014)
doi:10.48550/arxiv.1404.0145