297 citations · 1.1k across the 32 of their papers we have counts for
Showing cs.DCShow all
2 papers · 1 filter
cs.DC2025
Temporal parallelisation of continuous-time maximum-a-posteriori trajectory estimation
Hassan Razavi, Ángel F. García-Fernández, Simo Särkkä
This paper proposes a parallel-in-time method for computing continuous-time maximum-a-posteriori (MAP) trajectory estimates of the states of partially observed stochastic different…
cs.DC2021★ 13 cited
Temporal Parallelization of Inference in Hidden Markov Models
Sakira Hassan, Simo Särkkä, Ángel F. García-Fernández
This paper presents algorithms for parallelization of inference in hidden Markov models (HMMs). In particular, we propose parallel backward-forward type of filtering and smoothing…