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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…