2 papers
cs.LG2019
Gaussian Conditional Random Fields for Classification
Andrija Petrović, Mladen Nikolić, Miloš Jovanović +1
Gaussian conditional random fields (GCRF) are a well-known used structured model for continuous outputs that uses multiple unstructured predictors to form its features and at the s…
cs.LG2018
Semi-supervised learning for structured regression on partially observed attributed graphs
Jelena Stojanovic, Milos Jovanovic, Djordje Gligorijevic +1
Conditional probabilistic graphical models provide a powerful framework for structured regression in spatio-temporal datasets with complex correlation patterns. However, in real-li…