3 citations · 5 across the 2 of their papers we have counts for
4 papers
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…
Ludometrics: Luck, and How to Measure It
Daniel E. Gilbert, Martin T. Wells
Game theory is the study of tractable games which may be used to model more complex systems. Board games, video games and sports, however, are intractable by design, so "ludologica…
ABACUS: Unsupervised Multivariate Change Detection via Bayesian Source Separation
Wenyu Zhang, Daniel Gilbert, David Matteson
Change detection involves segmenting sequential data such that observations in the same segment share some desired properties. Multivariate change detection continues to be a chall…