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Integrable Elasticity via Neural Demand Potentials

Heredia, Carlos et al.
arXiv (All) · Papers
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machine-learning
We propose the Integrable Context-Dependent Demand Network (ICDN), a demand-first neural model for multiproduct retail demand. ICDN learns log-demand as a smooth, context-conditioned function of log-prices, allowing elasticities to be derived exactly from the learned demand surface. Across three ret
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