3 papers
cs.GT2025
How to Sell High-Dimensional Data Optimally
Andrew Li, R. Ravi, Karan Singh +2
Motivated by the problem of selling large, proprietary data, we consider an information pricing problem proposed by Bergemann et al. that involves a decision-making buyer and a mon…
cs.LG2023
Short-lived High-volume Multi-A(rmed)/B(andits) Testing
Su Jia, Andrew Li, R. Ravi +3
Modern platforms leverage randomized experiments to make informed decisions from a given set of items (``treatments''). As a particularly challenging scenario, these items may (i)…
cs.LG2023
Markdown Pricing Under an Unknown Parametric Demand Model
Su Jia, Andrew Li, R. Ravi
Consider a single-product revenue-maximization problem where the seller monotonically decreases the price in rounds with an unknown demand model coming from a given family. Wit…