44 citations · 132 across the 28 of their papers we have counts for
Showing 2022 · cs.LGShow all
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cs.LG2022★ 5 cited
Degeneracy is OK: Logarithmic Regret for Network Revenue Management with Indiscrete Distributions
Jiashuo Jiang, Will Ma, Jiawei Zhang
We study the classical Network Revenue Management (NRM) problem with accept/reject decisions and IID arrivals. We consider a distributional form where each arrival must fall un…
cs.LG2022★ 3 cited
Beyond IID: data-driven decision-making in heterogeneous environments
Omar Besbes, Will Ma, Omar Mouchtaki
How should one leverage historical data when past observations are not perfectly indicative of the future, e.g., due to the presence of unobserved confounders which one cannot "cor…