66 citations · 99 across the 6 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
stat.ML2019★ 10 cited
Equal Opportunity and Affirmative Action via Counterfactual Predictions
Yixin Wang, Dhanya Sridhar, David M. Blei
Machine learning (ML) can automate decision-making by learning to predict decisions from historical data. However, these predictors may inherit discriminatory policies from past de…
cs.LG2019★ 66 cited
Adapting Text Embeddings for Causal Inference
Victor Veitch, Dhanya Sridhar, David M. Blei
Does adding a theorem to a paper affect its chance of acceptance? Does labeling a post with the author's gender affect the post popularity? This paper develops a method to estimate…