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cs.LG2026
What is the Value of Censored Data? An Exact Analysis for the Data-driven Newsvendor
Rachitesh Kumar, Omar Mouchtaki
We study the offline data-driven newsvendor problem with censored demand data. In contrast to prior works where demand is fully observed, we consider the setting where demand is ce…
cs.LG2025
Causal Predictive Optimization and Generation for Business AI
Liyang Zhao, Olurotimi Seton, Himadeep Reddy Reddivari +4
The sales process involves sales functions converting leads or opportunities to customers and selling more products to existing customers. The optimization of the sales process thu…