630 citations · 1.9k across the 32 of their papers we have counts for
37 papers
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…
Adversarial Estimation of Binary Configuration Probabilities under Sparse Dependence
Alexandre Belloni, Yan Chen, Matthew Harding
We consider the problem of estimating binary configuration probabilities, which is common in operations management applications, including product bundling, advertising, etc. Exist…
Anti-Concentration Inequalities for the Difference of Maxima of Gaussian Random Vectors
Alexandre Belloni, Ethan X. Fang, Shuting Shen
We derive novel anti-concentration bounds for the difference between the maximal values of two Gaussian random vectors across various settings. Our bounds are dimension-free, scali…
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…
High Dimensional Latent Panel Quantile Regression with an Application to Asset Pricing
Alexandre Belloni, Mingli Chen, Oscar Hernan Madrid Padilla +2
We propose a generalization of the linear panel quantile regression model to accommodate both \textit{sparse} and \textit{dense} parts: sparse means while the number of covariates…
A high dimensional Central Limit Theorem for martingales, with applications to context tree models
Alexandre Belloni, Roberto I. Oliveira
We establish a central limit theorem for (a sequence of) multivariate martingales which dimension potentially grows with the length of the martingale. A consequence of the resu…