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Arnaud Doucet
Arnaud Doucet
Google DeepMind
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Sequential Monte Carlo Methods in Practice
A Doucet, N De Freitas, N Gordon
Sequential monte carlo methods in practice, 2001
107612001
On sequential Monte Carlo sampling methods for Bayesian filtering
A Doucet, S Godsill, C Andrieu
Statistics and computing 10, 197-208, 2000
66742000
An introduction to MCMC for machine learning
C Andrieu, N De Freitas, A Doucet, MI Jordan
Machine learning 50, 5-43, 2003
37532003
A tutorial on particle filtering and smoothing: Fifteen years later
A Doucet, AM Johansen
Oxford Handbook of Nonlinear Filtering 12 (656-704), 3, 2011
28962011
Particle Markov chain Monte Carlo methods
C Andrieu, A Doucet, R Holenstein
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2010
27402010
The unscented particle filter
R Van Der Merwe, A Doucet, N De Freitas, EA Wan
Advances in Neural Information Processing Systems, 2000
26852000
Sequential Monte Carlo samplers
P Del Moral, A Doucet, A Jasra
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2006
22812006
Rao-Blackwellised particle filtering for dynamic Bayesian networks
A Doucet, N De Freitas, K Murphy, S Russell
UAI 2000, 2000
2124*2000
An introduction to sequential Monte Carlo methods
A Doucet, N De Freitas, N Gordon
Sequential Monte Carlo methods in practice, 3-14, 2001
17662001
Sequential Monte Carlo methods for multitarget filtering with random finite sets
BN Vo, S Singh, A Doucet
IEEE Transactions on Aerospace and electronic systems 41 (4), 1224-1245, 2005
16782005
A survey of convergence results on particle filtering methods for practitioners
D Crisan, A Doucet
IEEE Transactions on signal processing 50 (3), 736-746, 2002
13882002
Particle filters for state estimation of jump Markov linear systems
A Doucet, NJ Gordon, V Krishnamurthy
IEEE Transactions on signal processing 49 (3), 613-624, 2001
11502001
On sequential simulation-based methods for Bayesian filtering
A Doucet
Technical Report CUED/F-INFENG/TR.310 Cambridge University, 1998
10651998
Fast computation of Wasserstein barycenters
M Cuturi, A Doucet
Proceedings of the 31st International Conference on Machine Learning, 685-693, 2014
9262014
Augmented neural ODEs
E Dupont, A Doucet, Y Teh
Advances in Neural Information Processing Systems 32 (NIPS 2019) 32 (2019), 2019
7842019
Monte Carlo smoothing for nonlinear time series
SJ Godsill, A Doucet, M West
Journal of the american statistical association, 2004
7522004
An adaptive sequential Monte Carlo method for approximate Bayesian computation
P Del Moral, A Doucet, A Jasra
Statistics and computing 22, 1009-1020, 2012
6312012
On particle methods for parameter estimation in state-space models
N Kantas, A Doucet, SS Singh, JM Maciejowski, N Chopin
Statistical Science 30 (3), 328--351, 2015
5942015
Maintaining multi-modality through mixture tracking
J Vermaak, A Doucet, P Patrick
International Conference on Computer Vision, 1110, 2003
5682003
Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling
V De Bortoli, J Thornton, J Heng, A Doucet
NeurIPS 2021, 2021
4822021
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