SplitVAEs: Decentralized scenario generation from siloed data for stochastic optimization problems

H M Mohaimanul Islam, Huynh Q. N. Vo, Paritosh Ramanan

Stochastic optimization problems in large-scale multi-stakeholder networked systems (e.g., power grids and supply chains) rely on data-driven scenarios to encapsulate complex spati…