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Adversarial Estimation of Binary Configuration Probabilities under Sparse Dependence

Belloni, Alexandre et al.
arXiv (All) · Papers
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methodologystatistics-theory
We consider the problem of estimating binary configuration probabilities, which is common in operations management applications, including product bundling, advertising, etc. Existing approaches typically model each assortment as a category and apply multinomial models to estimate the choice probabi
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