Yunseo Choi

Semi-Parametric Contextual Pricing Algorithm using Cox Proportional Hazards Model

Contextual dynamic pricing is a problem of setting prices based on current contextual information and previous sales history to maximize revenue. A popular approach is to postulate a distribution of customer valuation as a function of contextual information and the baseline valuation. A semi-paramet…