1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2025
Bayesian Pseudo Posterior Mechanism for Differentially Private Machine Learning
Robert Chew, Matthew R. Williams, Elan A. Segarra +3
Differential privacy (DP) is becoming increasingly important for deployed machine learning applications because it provides strong guarantees for protecting the privacy of individu…
econ.EM2020★ 1 cited
Instrumental Variables with Treatment-Induced Selection: Exact Bias Results
Felix Elwert, Elan Segarra
Instrumental variables (IV) estimation suffers selection bias when the analysis conditions on the treatment. Judea Pearl's early graphical definition of instrumental variables expl…