24 citations · 29 across the 8 of their papers we have counts for
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stat.CO2019★ 3 cited
A Single SMC Sampler on MPI that Outperforms a Single MCMC Sampler
Alessandro Varsi, Lykourgos Kekempanos, Jeyarajan Thiyagalingam +1
Markov Chain Monte Carlo (MCMC) is a well-established family of algorithms which are primarily used in Bayesian statistics to sample from a target distribution when direct sampling…
stat.CO2017
MapReduce Particle Filtering with Exact Resampling and Deterministic Runtime
Jeyarajan Thiyagalingam, Lykourgos Kekempanos, Simon Maskell
Particle filtering is a numerical Bayesian technique that has great potential for solving sequential estimation problems involving non-linear and non-Gaussian models. Since the est…