3 papers
math.ST2026
Adversarial Estimation of Assortment Probabilities under Independence Structure
Alexandre Belloni, Yan Chen, Matthew Harding
We consider the problem of estimating assortment probabilities, which is common in operations management applications, including product bundling, advertising, etc. Existing approa…
stat.AP2025
Ballot Design and Electoral Outcomes: The Role of Candidate Order and Party Affiliation
Alessandro Arlotto, Alexandre Belloni, Fei Fang +1
We develop a causal inference model to study how designing ballots with and without party designations impacts electoral outcomes when partisan voters rely on party-order cues to i…
stat.ML2025
Neighborhood Adaptive Estimators for Causal Inference under Network Interference
Alexandre Belloni, Fei Fang, Alexander Volfovsky
Estimating causal effects has become an integral part of most applied fields. In this work we consider the violation of the classical no-interference assumption with units connecte…