61 citations · 99 across the 9 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
stat.CO2018
Parallelising Particle Filters with Butterfly Interactions
Kari Heine, Nick Whiteley, A. Taylan Cemgil
Bootstrap particle filter (BPF) is the corner stone of many popular algorithms used for solving inference problems involving time series that are observed through noisy measurement…
stat.CO2018★ 11 cited
Bridging trees for posterior inference on Ancestral Recombination Graphs
Kari Heine, Alex Beskos, Ajay Jasra +2
We present a new Markov chain Monte Carlo algorithm, implemented in software Arbores, for inferring the history of a sample of DNA sequences. Our principal innovation is a bridging…
math.ST2018
Online Inference with Multi-modal Likelihood Functions
Mathieu Gerber, Kari Heine
Let be a sequence of i.i.d.\ observations and be a parametric model. We introduce a new online algorithm for computing a sequence $(\h…