Concepedia
Statistics
Publications
52
Citations
4.4K
H-Index
29
Active since
2001
Affiliations
University of Cambridge(Current)
The University of Melbourne
University of British Columbia
University of Bristol
University College London
Sumeetpal S. Singh is an author at University of Cambridge specializing in computing, bayesian inference, and monte carlo methods.
Publications per year
2001–2022
Sequential monte carlo methods for multi-target filtering with random finite sets
Ba‐Ngu Vo, Sumeetpal S. Singh, A. Boucet · IEEE Transactions on Aerospace and Electronic Systems · 2005 · 1.2K citations
Computing, Mathematics, Probability Theory +16
Particle Methods for Change Detection, System Identification, and Control
Christophe Andrieu, Arnaud Doucet, Sumeetpal S. Singh et al. · Proceedings of the IEEE · 2004 · 331 citations
Engineering, Mathematics, Systems Engineering +17
Sequential monte carlo implementation of the phd filter for multi-target tracking
Ba‐Ngu Vo, Sumeetpal S. Singh, Arnaud Doucet · 2003 · 308 citations
Natural Sciences, Mathematics, Probability Theory +14
An Overview of Sequential Monte Carlo Methods for Parameter Estimation in General State-Space Models
Nikolas Kantas, Arnaud Doucet, Sumeetpal S. Singh et al. · IFAC Proceedings Volumes · 2009 · 268 citations
Computing, Biostatistics, Statistical Modeling +15
Particle approximations of the score and observed information matrix in state space models with application to parameter estimation
G. Poyiadjis, Arnaud Doucet, Sumeetpal S. Singh · Biometrika · 2011 · 242 citations
Computing, Computer Science, Bayesian Data Analysis +16
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