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
Analyticity of Entropy Rates of Continuous-State Hidden Markov Models
Tadic, V
Doucet, A
(25 Jun 2018)
doi:10.48550/arxiv.1806.09589
Hamiltonian Descent Methods
Maddison, C
Paulin, D
Teh, Y
O'Donoghue, B
Doucet, A
(13 Sep 2018)
doi:10.48550/arxiv.1809.05042
Some discussions of D. Fearnhead and D. Prangle's Read Paper "Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation"
Andrieu, C
Barthelme, S
Chopin, N
Cornebise, J
Doucet, A
Girolami, M
Kosmidis, I
Jasra, A
Lee, A
Marin, J
Pudlo, P
Robert, C
Sedki., M
Singh, S
(05 Jan 2012)
doi:10.48550/arxiv.1201.1314