48 citations · 303 across the 26 of their papers we have counts for
3 papers · 1 filter
Poisson Random Fields for Dynamic Feature Models
Valerio Perrone, Paul A. Jenkins, Dario Spano +1
We present the Wright-Fisher Indian buffet process (WF-IBP), a probabilistic model for time-dependent data assumed to have been generated by an unknown number of latent features. T…
A coalescent dual process for a Wright-Fisher diffusion with recombination and its application to haplotype partitioning
Robert C. Griffiths, Paul A. Jenkins, Sabin Lessard
Duality plays an important role in population genetics. It can relate results from forwards-in-time models of allele frequency evolution with those of backwards-in-time genealogica…
Inference and rare event simulation for stopped Markov processes via reverse-time sequential Monte Carlo
Jere Koskela, Dario Spano, Paul A. Jenkins
We present a sequential Monte Carlo algorithm for Markov chain trajectories with proposals constructed in reverse time, which is advantageous when paths are conditioned to end in a…