466 citations · 539 across the 8 of their papers we have counts for
9 papers
Differences in academic preparedness do not fully explain Black-White enrollment disparities in advanced high school coursework
João M. Souto-Maior, Ravi Shroff
Whether racial disparities in enrollment in advanced high school coursework can be attributed to differences in prior academic preparation is a central question in sociological res…
Causal Conceptions of Fairness and their Consequences
Hamed Nilforoshan, Johann Gaebler, Ravi Shroff +1
Recent work highlights the role of causality in designing equitable decision-making algorithms. It is not immediately clear, however, how existing causal conceptions of fairness re…
A Causal Framework for Observational Studies of Discrimination
Johann Gaebler, William Cai, Guillaume Basse +3
In studies of discrimination, researchers often seek to estimate a causal effect of race or gender on outcomes. For example, in the criminal justice context, one might ask whether…
Mitigating Included- and Omitted-Variable Bias in Estimates of Disparate Impact
Jongbin Jung, Sam Corbett-Davies, Johann D. Gaebler +2
Managers, employers, policymakers, and others often seek to understand whether decisions are biased against certain groups. One popular analytic strategy is to estimate disparities…
The Measure and Mismeasure of Fairness
Sam Corbett-Davies, Johann D. Gaebler, Hamed Nilforoshan +2
The field of fair machine learning aims to ensure that decisions guided by algorithms are equitable. Over the last decade, several formal, mathematical definitions of fairness have…
Algorithmic Decision Making in the Presence of Unmeasured Confounding
Jongbin Jung, Ravi Shroff, Avi Feller +1
On a variety of complex decision-making tasks, from doctors prescribing treatment to judges setting bail, machine learning algorithms have been shown to outperform expert human jud…
Simple rules for complex decisions
Jongbin Jung, Connor Concannon, Ravi Shroff +2
From doctors diagnosing patients to judges setting bail, experts often base their decisions on experience and intuition rather than on statistical models. While understandable, rel…
CR singular images of generic submanifolds under holomorphic maps
Jiri Lebl, André Minor, Ravi Shroff +2
The purpose of this paper is to organize some results on the local geometry of CR singular real-analytic manifolds that are images of CR manifolds via a CR map that is a diffeomorp…
Partial Rigidity of CR Embeddings of Real Hypersurfaces into Hyperquadrics with Small Signature Difference
Peter Ebenfelt, Ravi Shroff
We study the rigidity of holomorphic mappings from a neighborhood of a Levi-nondegenerate CR hypersurface with signature into a hyperquadric $Q_{l'}^{N} \subseteq \mathbb{C…