8 citations · 9 across the 3 of their papers we have counts for
2 papers
stat.CO2021
BNPdensity: Bayesian nonparametric mixture modeling in R
Julyan Arbel, Guillaume Kon Kam King, Antonio Lijoi +2
Robust statistical data modelling under potential model mis-specification often requires leaving the parametric world for the nonparametric. In the latter, parameters are infinite…
stat.CO2020★ 1 cited
Exact inference for a class of non-linear hidden Markov models on general state spaces
Guillaume Kon Kam King, Omiros Papaspiliopoulos, Matteo Ruggiero
Exact inference for hidden Markov models requires the evaluation of all distributions of interest - filtering, prediction, smoothing and likelihood - with a finite computational ef…