Sayantan Basu

GCF: Estimating Unobserved Demand Using Graph Causal Forecasting

Time series data, prevalent in fields like medical, e-commerce, finance, etc., is used for forecasting, such as predicting next quarter’s product demand based on past trends. However, some problems necessitate causal models to answer questions like “What the product demand would have been without a…