Bayesian curve fitting using MCMC with applications to signal segmentation
Punskaya, E., Andrieu, C., Doucet, A., Fitzgerald, W.J.
Published in IEEE transactions on signal processing (01.03.2002)
Published in IEEE transactions on signal processing (01.03.2002)
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Network Consensus in the Wasserstein Metric Space of Probability Measures
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Journal Article
Schr\"odinger Bridge Flow for Unpaired Data Translation
De Bortoli, Valentin, Korshunova, Iryna, Mnih, Andriy, Doucet, Arnaud
Year of Publication 14.09.2024
Year of Publication 14.09.2024
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Journal Article
Optimised Annealed Sequential Monte Carlo Samplers
Syed, Saifuddin, Bouchard-Côté, Alexandre, Chern, Kevin, Doucet, Arnaud
Year of Publication 21.08.2024
Year of Publication 21.08.2024
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Journal Article
Target Score Matching
De Bortoli, Valentin, Hutchinson, Michael, Wirnsberger, Peter, Doucet, Arnaud
Year of Publication 13.02.2024
Year of Publication 13.02.2024
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Journal Article
Stochastic sampling algorithms for state estimation of jump Markov linear systems
Doucet, A., Logothetis, A., Krishnamurthy, V.
Published in IEEE transactions on automatic control (01.02.2000)
Published in IEEE transactions on automatic control (01.02.2000)
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Journal Article
A Functional Central Limit Theorem for a Class of Interacting Markov Chain Monte Carlo Methods
Bercu, Bernard, Del Moral, Pierre, Doucet, Arnaud
Published in Electronic journal of probability (01.01.2009)
Published in Electronic journal of probability (01.01.2009)
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Journal Article
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits
Taufiq, Muhammad Faaiz, Doucet, Arnaud, Cornish, Rob, Ton, Jean-Francois
Year of Publication 03.12.2023
Year of Publication 03.12.2023
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Journal Article
Melody Tracking Based on Sequential Bayesian Model
Seokhwan Jo, Yoo, C. D., Doucet, A.
Published in IEEE journal of selected topics in signal processing (01.10.2011)
Published in IEEE journal of selected topics in signal processing (01.10.2011)
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Journal Article
Monte Carlo smoothing with application to audio signal enhancement
Fong, W., Godsill, S.J., Doucet, A., West, M.
Published in IEEE transactions on signal processing (01.02.2002)
Published in IEEE transactions on signal processing (01.02.2002)
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Journal Article
Nearly $d$-Linear Convergence Bounds for Diffusion Models via Stochastic Localization
Benton, Joe, De Bortoli, Valentin, Doucet, Arnaud, Deligiannidis, George
Year of Publication 07.08.2023
Year of Publication 07.08.2023
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