no code implementations • 25 Sep 2019 • Andrija Petrovic, Mladen Nikolic, Milos Jovanovic, Boris Delibasic
The extended method of local variational approximation of sigmoid function is used for solving empirical Bayes in GCRFBCb variant, whereas MAP value of latent variables is the basis for learning and inference in the GCRFBCnb variant.
no code implementations • 28 Mar 2018 • Jelena Stojanovic, Milos Jovanovic, Djordje Gligorijevic, Zoran Obradovic
We also show that the method can be useful for optimizing the costs of data collection in climate applications via active reduction of the number of weather stations to consider.