Aaron Horowitz

According to our database, Aaron Horowitz authored at least 6 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

The Misuse of AUC: What High Impact Risk Assessment Gets Wrong.

Kweku Kwegyir-Aggrey, Marissa Gerchick, Malika Mohan, Aaron Horowitz, Suresh Venkatasubramanian

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

The Devil is in the Details: Interrogating Values Embedded in the Allegheny Family Screening Tool.

Marissa Gerchick, Tobi Jegede, Tarak Shah, Ana Gutierrez, Sophie Beiers, Noam Shemtov, Kath Xu, Anjana Samant, Aaron Horowitz

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

Challenge Accepted? A Critique of the 2021 National Institute of Justice Recidivism Forecasting Challenge.

Tobi Jegede, Marissa Kumar Gerchick, Amreeta S. Mathai, Aaron Horowitz

Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, 2023

2022

The Fallacy of AI Functionality.

Inioluwa Deborah Raji, I. Elizabeth Kumar, Aaron Horowitz, Andrew D. Selbst

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Flipping the Script on Criminal Justice Risk Assessment: An actuarial model for assessing the risk the federal sentencing system poses to defendants.

Mikaela Meyer, Aaron Horowitz, Erica Marshall, Kristian Lum

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks.

Michelle Bao, Angela Zhou, Samantha Zottola, Brian Brubach, Sarah Desmarais, Aaron Horowitz, Kristian Lum, Suresh Venkatasubramanian

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021