36 citations · 212 across the 30 of their papers we have counts for
3 papers · 1 filter
Quantile Regression Modelling via Location and Scale Mixtures of Normal Distributions
Haim Y. Bar, James G. Booth, Martin T. Wells
We show that the estimating equations for quantile regression can be solved using a simple EM algorithm in which the M-step is computed via weighted least squares, with weights com…
Fairness criteria through the lens of directed acyclic graphical models
Benjamin R. Baer, Daniel E. Gilbert, Martin T. Wells
A substantial portion of the literature on fairness in algorithms proposes, analyzes, and operationalizes simple formulaic criteria for assessing fairness. Two of these criteria, E…
Tuning Free Rank-Sparse Bayesian Matrix and Tensor Completion with Global-Local Priors
Daniel E. Gilbert, Martin T. Wells
Matrix and tensor completion are frameworks for a wide range of problems, including collaborative filtering, missing data, and image reconstruction. Missing entries are estimated b…