Concepedia

Alexandra Chouldechova

AC

Statistics

Publications

31

Citations

2.2K

H-Index

21

Active since

2012

Affiliations

Carnegie Mellon University(Current)

Stanford University

University of Southern California

Microsoft (United States)

Auckland University of Technology

Alexandra Chouldechova is an author at Carnegie Mellon University specializing in fairness in machine learning, machine learning, and computing.

Publications per year

2012–2023

31

Publications

31

A snapshot of the frontiers of fairness in machine learning

Alexandra Chouldechova, Aaron Roth · Communications of the ACM · 2020 · 348 citations

Computing, Computer Science, Data Science +15

The Frontiers of Fairness in Machine Learning

Alexandra Chouldechova, Aaron Roth · arXiv (Cornell University) · 2018 · 244 citations · Full text

Computing, Computer Science, Artificial Intelligence +7

A case study of algorithm-assisted decision making in child maltreatment hotline screening decisions

Alexandra Chouldechova, Diana Benavides‐Prado, O. Fialko et al. · 2018 · 220 citations

Social Sciences, Decision Sciences, Pediatrics +16

Toward Algorithmic Accountability in Public Services

Anna Brown, Alexandra Chouldechova, Emily Putnam‐Hornstein et al. · 2019 · 201 citations · Full text

Public Affairs, Public Administration, Public Policy +17

Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments

Alexandra Chouldechova · Big Data · 2017 · 158 citations · Full text

Social Sciences, Criminology, Psychology +17

1–5 of 31