18 citations · 24 across the 7 of their papers we have counts for
3 papers · 1 filter
Optimizing Offer Sets in Sub-Linear Time
Vivek F. Farias, Andrew A. Li, Deeksha Sinha
Personalization and recommendations are now accepted as core competencies in just about every online setting, ranging from media platforms to e-commerce to social networks. While t…
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…
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…