18 citations · 24 across the 7 of their papers we have counts for
Showing 2020 · stat.MLShow all
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stat.ML2020
Fixing Inventory Inaccuracies At Scale
Vivek F. Farias, Andrew A. Li, Tianyi Peng
Inaccurate records of inventory occur frequently, and by some measures cost retailers approximately 4% in annual sales. Detecting inventory inaccuracies manually is cost-prohibitiv…
stat.ML2020
Causal Inference With Selectively Deconfounded Data
Kyra Gan, Andrew A. Li, Zachary C. Lipton +1
Given only data generated by a standard confounding graph with unobserved confounder, the Average Treatment Effect (ATE) is not identifiable. To estimate the ATE, a practitioner mu…