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cs.LG2025
Parameter-Adaptive Dynamic Pricing
Xueping Gong, Jiheng Zhang
Dynamic pricing is crucial in sectors like e-commerce and transportation, balancing exploration of demand patterns and exploitation of pricing strategies. Existing methods often re…
cs.LG2024
Minimax Optimality in Contextual Dynamic Pricing with General Valuation Models
Xueping Gong, Wei You, Jiheng Zhang
We study contextual dynamic pricing, where a decision maker posts personalized prices based on observable contexts and receives binary purchase feedback indicating whether the cust…