3 citations · 4 across the 5 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
stat.ME2018
Variational inequalities and mean-field approximations for partially observed systems of queueing networks
Iker Perez, Giuliano Casale
Queueing networks are systems of theoretical interest that find widespread use in the performance evaluation of interconnected resources. In comparison to counterpart models in gen…
stat.CO2018
On Bayesian inferential tasks with infinite-state jump processes: efficient data augmentation
Iker Perez, Lax Chan, Mercedes Torres Torres +2
Advances in sampling schemes for Markov jump processes have recently enabled multiple inferential tasks. However, in statistical and machine learning applications, we often require…