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cs.LG2023
Form follows Function: Text-to-Text Conditional Graph Generation based on Functional Requirements
Peter A. Zachares, Vahan Hovhannisyan, Alan Mosca +1
This work focuses on the novel problem setting of generating graphs conditioned on a description of the graph's functional requirements in a downstream task. We pose the problem as…
cs.LG2022★ 4 cited
A Hybrid Model for Forecasting Short-Term Electricity Demand
Maria Eleni Athanasopoulou, Justina Deveikyte, Alan Mosca +2
Currently the UK Electric market is guided by load (demand) forecasts published every thirty minutes by the regulator. A key factor in predicting demand is weather conditions, with…