Sumeetpal S. Singh

Available identifiers

Publication	Date of Publication	Type
Online particle smoothing with application to map-matching	2024-09-12	Paper
Trace-class Gaussian priors for Bayesian learning of neural networks with MCMC	2024-09-10	Paper
De-biasing particle filtering for a continuous time hidden Markov model with a Cox process observation model	2024-06-12	Paper
On the Forgetting of Particle Filters	2023-09-15	Paper
Gradient-Based Markov Chain Monte Carlo for Bayesian Inference With Non-differentiable Priors	2023-07-06	Paper
On resampling schemes for particle filters with weakly informative observations	2022-03-18	Paper
Backward It{\^o}-Ventzell and stochastic interpolation formulae	2019-06-21	Paper
On the loss of Fisher information in some multi-object tracking observation models	2018-03-26	Paper
On particle methods for parameter estimation in state-space models	2016-03-08	Paper
Calibrating the Gaussian multi-target tracking model	2016-02-23	Paper
Asymptotic Behaviour of Approximate Bayesian Estimators	2011-05-18	Paper
Mixing time of the conditional backward sampling particle filter	N/A	Paper

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