Sumeetpal S. Singh

Matti Vihola

J. Comput. Graph. Stat., 2024

2022

Online Particle Smoothing With Application to Map-Matching.

[BibT_eX]

[DOI]

Samuel Duffield

IEEE Trans. Signal Process., 2022

Limits of Accuracy for Parameter Estimation and Localization in Single-Molecule Microscopy via Sequential Monte Carlo Methods.

[BibT_eX]

[DOI]

Alix Marie d'Avigneau

Raimund J. Ober

SIAM J. Imaging Sci., 2022

Multilevel Bayesian Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Anytime parallel tempering.

[BibT_eX]

[DOI]

Alix Marie d'Avigneau

Lawrence M. Murray

Stat. Comput., 2021

Spatiotemporal blocking of the bouncy particle sampler for efficient inference in state-space models.

[BibT_eX]

[DOI]

Jacob Vorstrup Goldman

Stat. Comput., 2021

2019

On Large Lag Smoothing for Hidden Markov Models.

[BibT_eX]

[DOI]

Jeremie Houssineau

Ajay Jasra

SIAM J. Numer. Anal., 2019

Identification of MultiObject Dynamical Systems: Consistency and Fisher Information.

[BibT_eX]

[DOI]

Jeremie Houssineau

Ajay Jasra

SIAM J. Control. Optim., 2019

2018

Multilevel Monte Carlo for Smoothing via Transport Methods.

[BibT_eX]

[DOI]

Jeremie Houssineau

Ajay Jasra

SIAM J. Sci. Comput., 2018

Tracking multiple moving objects in images using Markov Chain Monte Carlo.

[BibT_eX]

[DOI]

Lan Jiang

Stat. Comput., 2018

Model-Based Reinforcement Learning for Sepsis Treatment.

[BibT_eX]

[DOI]

Aniruddh Raghu

Matthieu Komorowski

CoRR, 2018

2015

Bayesian Tracking and Parameter Learning for Non-Linear Multiple Target Tracking Models.

[BibT_eX]

[DOI]

Lan Jiang

Sinan Yildirim

IEEE Trans. Signal Process., 2015

Uniform Stability of a Particle Approximation of the Optimal Filter Derivative.

[BibT_eX]

[DOI]

Pierre Del Moral

SIAM J. Control. Optim., 2015

Calibrating the Gaussian multi-target tracking model.

[BibT_eX]

[DOI]

Stat. Comput., 2015

Particle Gibbs with refreshed backward simulation.

[BibT_eX]

[DOI]

Pete Bunch

Fredrik Lindsten

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

An Online Expectation-Maximisation Algorithm for Nonnegative Matrix Factorisation Models.

[BibT_eX]

[DOI]

Sinan Yildirim

A. Taylan Cemgil

CoRR, 2014

A new particle filtering algorithm for multiple target tracking with non-linear observations.

[BibT_eX]

[DOI]

Lan Jiang

Sinan Yildirim

Proceedings of the 17th International Conference on Information Fusion, 2014

2013

Bayesian Learning of Noisy Markov Decision Processes.

[BibT_eX]

[DOI]

Nicolas Chopin

Nick Whiteley

ACM Trans. Model. Comput. Simul., 2013

2012

Distributed Maximum Likelihood for Simultaneous Self-Localization and Tracking in Sensor Networks.

[BibT_eX]

[DOI]

Nikolaos Kantas

IEEE Trans. Signal Process., 2012

Filtering via approximate Bayesian computation.

[BibT_eX]

[DOI]

Stat. Comput., 2012

A Monte Carlo expectation maximisation algorithm for multiple target tracking.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Information Fusion, 2012

2009

Filters for Spatial Point Processes.

[BibT_eX]

[DOI]

SIAM J. Control. Optim., 2009

2007

A policy gradient method for semi-Markov decision processes with application to call admission control.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2007

Simulation-based optimal sensor scheduling with application to observer trajectory planning.

[BibT_eX]

[DOI]

Autom., 2007

2006

Tracking an unknown time-varying number of speakers using TDOA measurements: a random finite set approach.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2006

Particle Filter as A Controlled Markov Chain For On-Line Parameter Estimation in General State Space Models.

[BibT_eX]

[DOI]

George Poyiadjis

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A Distributed Recursive Maximum Likelihood Implementation for Sensor Registration.

[BibT_eX]

[DOI]

Nikolaos Kantas

Proceedings of the 9th International Conference on Information Fusion, 2006

Gradient-free maximum likelihood parameter estimation with particle filters.

[BibT_eX]

[DOI]

George Poyiadjis

Proceedings of the American Control Conference, 2006

2005

Localizing an unknown time-varying number of speakers: a Bayesian random finite set approach.

[BibT_eX]

[DOI]

Ba-Ngu Vo

Wing-Kin Ma

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Particle methods for optimal filter derivative: application to parameter estimation.

[BibT_eX]

[DOI]

George Poyiadjis

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Particle methods for change detection, system identification, and control.

[BibT_eX]

[DOI]

Christophe Andrieu

Proc. IEEE, 2004

The cross-entropy method for blind multiuser detection.

[BibT_eX]

[DOI]

Zaifei Liu

Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Tracking multiple speakers using random sets.

[BibT_eX]

[DOI]

Ba-Ngu Vo

Wing-Kin Ma

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

The optimal search for a Markovian target when the search path is constrained: the infinite-horizon case.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2003

Adaptive envelope-constrained filtering.

[BibT_eX]

[DOI]

Ba-Ngu Vo

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Stochastic approximation for optimal observer trajectory planning.

[BibT_eX]

[DOI]

Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

Two time-scale stochastic approximation for constrained stochastic optimization and constrained Markov decision problems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2003

2002

Integrated voice/data call admission control for wireless DS-CDMA systems.

[BibT_eX]

[DOI]

H. Vincent Poor

IEEE Trans. Signal Process., 2002

Optimal call access control for DS-CDMA cellular networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2002

2001

Adaptive step-size algorithms for blind interference suppression in DS/CDMA systems.

[BibT_eX]

[DOI]

Gang George Yin

IEEE Trans. Signal Process., 2001

Admission control for DS-CDMA systems with fading.

[BibT_eX]

[DOI]

H. Vincent Poor

Proceedings of the Global Telecommunications Conference, 2001

Partially observed stochastic shortest path problem - application to sequential paging in cellular networks.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Decision and Control, 2001

2000

Adaptive forgetting factor recursive least squares for blind interference suppression in DS/CDMA systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2000

Sequential paging of mobile users in GSM cellular networks-a POMDP approach.

[BibT_eX]

[DOI]