Aaron Horowitz

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 10

Top Topics

Risk Assessment

Top Venues

NeurIPS Datasets and Benchmarks

Publications

Tobi Jegede, Marissa Kumar Gerchick, Amreeta S. Mathai, Aaron Horowitz
Challenge Accepted? A Critique of the 2021 National Institute of Justice Recidivism Forecasting Challenge. EAAMO (2023)
Marissa Gerchick, Tobi Jegede, Tarak Shah, Ana Gutierrez, Sophie Beiers, Noam Shemtov, Kath Xu, Anjana Samant, Aaron Horowitz
The Devil is in the Details: Interrogating Values Embedded in the Allegheny Family Screening Tool. FAccT (2023)
Kweku Kwegyir-Aggrey, Marissa Gerchick, Malika Mohan, Aaron Horowitz, Suresh Venkatasubramanian
The Misuse of AUC: What High Impact Risk Assessment Gets Wrong. CoRR (2023)
Kweku Kwegyir-Aggrey, Marissa Gerchick, Malika Mohan, Aaron Horowitz, Suresh Venkatasubramanian
The Misuse of AUC: What High Impact Risk Assessment Gets Wrong. FAccT (2023)
Inioluwa Deborah Raji, I. Elizabeth Kumar, Aaron Horowitz, Andrew D. Selbst
The Fallacy of AI Functionality. CoRR (2022)
Mikaela Meyer, Aaron Horowitz, Erica Marshall, Kristian Lum
Flipping the Script on Criminal Justice Risk Assessment: An actuarial model for assessing the risk the federal sentencing system poses to defendants. CoRR (2022)
Mikaela Meyer, Aaron Horowitz, Erica Marshall, Kristian Lum
Flipping the Script on Criminal Justice Risk Assessment: An actuarial model for assessing the risk the federal sentencing system poses to defendants. FAccT (2022)
Inioluwa Deborah Raji, I. Elizabeth Kumar, Aaron Horowitz, Andrew D. Selbst
The Fallacy of AI Functionality. FAccT (2022)
Michelle Bao, Angela Zhou, Samantha Zottola, Brian Brubach, Sarah Desmarais, Aaron Horowitz, Kristian Lum, Suresh Venkatasubramanian
It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks. NeurIPS Datasets and Benchmarks (2021)
Michelle Bao, Angela Zhou, Samantha Zottola, Brian Brubach, Sarah Desmarais, Aaron Horowitz, Kristian Lum, Suresh Venkatasubramanian
It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks. CoRR (2021)