TY  - GEN 
AU  - Masegosa Arredondo, Andrés Ramón
AU  - Ramos López, Darío
AU  - Salmerón Cerdán, Antonio
AU  - Langseth, Helge
AU  - Nielsen, Thomas Dyhre
PY  - 2020
SN  - 2227-7390
UR  - http://hdl.handle.net/10835/14824
AB  - In many modern data analysis problems, the available data is not static but, instead, comes in a streaming fashion. Performing Bayesian inference on a data stream is challenging for several reasons. First, it requires continuous model updating and the...
LA  - en
PB  - MDPI
KW  - latent variable models
KW  - nonstationary data streams
KW  - concept drift
KW  - variational inference
KW  - power priors
KW  - exponential forgetting
TI  - Variational Inference over Nonstationary Data Streams for Exponential Family Models
DO  - 10.3390/math8111942
ER  -