GRU-ODE-Bayes: Continuous Modeling of Sporadically-Observed Time Series

Abstract

sponsorship: Edward De Brouwer is funded by a FWO-SB grant. Yves Moreau is funded by (1) Research Council KU Leuven: C14/18/092 SymBioSys3; CELSA-HIDUCTION, (2) Innovative Medicines Initiative: MELLODY, (3) Flemish Government (ELIXIR Belgium, IWT, FWO 06260) and (4) Impulsfonds AI: VR 2019 2203 DOC.0318/1QUATER Kenniscentrum Data en Maatschappij. Computational resources and services used in this work were provided by the VSC (Flemish Supercomputer Center), funded by the Research Foundation -Flanders (FWO) and the Flemish Government -department EWI. We also gratefully acknowledge the support of NVIDIA Corporation with the donation of the Titan Xp GPU used for this research. (FWO-SB grant, Research Council KU Leuven|C14/18/092, Innovative Medicines Initiative: MELLODY, Flemish Government (ELIXIR Belgium, IWT)|FWO 06260, Impulsfonds AI|VR 2019 2203 DOC.0318/1QUATER, Research Foundation -Flanders (FWO), Flemish Government -department EWI, CELSA-HIDUCTION)