30 citations · 33 across the 6 of their papers we have counts for
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cs.LG2022
Convex Surrogate Loss Functions for Contextual Pricing with Transaction Data
Max Biggs
We study an off-policy contextual pricing problem where the seller has access to samples of prices that customers were previously offered, whether they purchased at that price, and…
cs.LG2021★ 1 cited
Enhancing Counterfactual Classification via Self-Training
Ruijiang Gao, Max Biggs, Wei Sun +1
Unlike traditional supervised learning, in many settings only partial feedback is available. We may only observe outcomes for the chosen actions, but not the counterfactual outcome…
cs.LG2021★ 2 cited
Loss Functions for Discrete Contextual Pricing with Observational Data
Max Biggs, Ruijiang Gao, Wei Sun
We study a pricing setting where each customer is offered a contextualized price based on customer and/or product features. Often only historical sales data are available, so we ob…