Guillaume Baudart
Researcher at Inria Paris and École normale supérieure.
Previously research staff member at the IBM T.J. Watson research center.
Session
07-28
19:00
30min
OnlineSampling : online inference on reactive models
Waïss Azizian, marc lelarge, Guillaume Baudart
OnlineSampling.jl is a Julia package for online Bayesian inference on reactive models, i.e., streaming probabilistic models.
Online sampling provides 1) a small macro based domain specific language to describe reactive models and 2) a semi-symbolic inference algorithm which combines exact solutions using Belief Propagation for trees of Gaussian random variables, and approximate solutions using Particle Filtering.
JuliaCon
Red