An Introduction to Sequential Monte Carlo Methods
Doucet, A
de Freitas, N
Gordon, N
Sequential Monte Carlo Methods in Practice
3-14
(2001)
doi:10.1007/978-1-4757-3437-9_1
Chapter 18 Particle Filtering in Digital Communications
Punskaya, E
Doucet, A
Fitzgerald, W
The Cable and Telecommunications Professionals' Reference
417-434
(2007)
doi:10.1016/b978-0-240-80747-8.50028-9
A simulation based algorithm for optimal quantization in non-linear/non-Gaussian state-space models
Tadic, V
Doucet, A
Proceedings of the 2010 American Control Conference
volume 6
5408-5413 vol.6
(01 Jan 2004)
doi:10.23919/acc.2004.1384713
Active Policy Learning for Robot Planning and Exploration under Uncertainty
Martinez-Cantin, R
de Freitas, N
Doucet, A
Castellanos, J
(27 Jun 2007)
doi:10.15607/rss.2007.iii.041
Expectation Particle Belief Propagation
Lienart, T
Teh, Y
Doucet, A
(19 Jun 2015)
doi:10.48550/arxiv.1506.05934
Particle Value Functions
Maddison, C
Lawson, D
Tucker, G
Heess, N
Doucet, A
Mnih, A
Teh, Y
(16 Mar 2017)
doi:10.48550/arxiv.1703.05820
Multivariate Stochastic Volatility with Co-Heteroscedasticity
Joshua, C
DOUCET, A
LEON-GONZALEZ, R
STRACHAN, R
volume 18-12
(01 Oct 2018)
doi:10.24545/00001640
Channel Tracking for Relay Networks via Adaptive Particle MCMC
Nevat, I
Peters, G
Doucet, A
Yuan, J
(16 Jun 2010)
doi:10.48550/arxiv.1006.3151
Filtering Variational Objectives
Maddison, C
Lawson, D
Tucker, G
Heess, N
Norouzi, M
Mnih, A
Doucet, A
Teh, Y
(25 May 2017)
doi:10.48550/arxiv.1705.09279
On the Selection of Initialization and Activation Function for Deep Neural Networks
Hayou, S
Doucet, A
Rousseau, J
(21 May 2018)
doi:10.48550/arxiv.1805.08266