The increased focus on heuristics for the approximate solution of integer programs has led to more sophisticated analysis methods for studying their performance. This paper is concerned with the worst ...

However, the computation of empirical likelihood ratios with censored/truncated data is often nontrivial. This article proposes a modified self-consistent/EM algorithm to compute a class of empirical ...

How We Analyzed the COMPAS Recidivism Algorithm by Jeff Larson, Surya Mattu, Lauren Kirchner and Julia Angwin May 23, 2016 ...

Like any computer based scoring system, the algorithms need tuning over time as statistical analysis finds flaws.