activity
20202023
most citedLocal Causal Discovery for Estimating Causal Effects

3 citations · 8 across the 6 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.LG2021

Efficient Online Estimation of Causal Effects by Deciding What to Observe

Shantanu Gupta, Zachary C. Lipton, David Childers

Researchers often face data fusion problems, where multiple data sources are available, each capturing a distinct subset of variables. While problem formulations typically take the…

cs.LG2021★ 2 cited

Correcting Exposure Bias for Link Recommendation

Shantanu Gupta, Hao Wang, Zachary C. Lipton +1

Link prediction methods are frequently applied in recommender systems, e.g., to suggest citations for academic papers or friends in social networks. However, exposure bias can aris…