Danger Ahead: Risk Assessment and the Future of Bail Reform
By John Logan Koepke, D. G. Robinson. 2018
75 citations recorded by the source corpus.
Subfields: Epidemiology, Radiology, Nuclear Medicine and Imaging, Sociology and Political Science, Social Sciences & Humanities
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Epidemiology
In Radiology, Nuclear Medicine and Imaging
In Sociology and Political Science
- Luca Oneto
- Ben Green
- Iason Gabriel
- Shira Mitchell
- Solon Barocas
- Eric Potash
- Silvia Chiappa
- Christian Haas
In Social Sciences & Humanities
- Ben Green
- Iason Gabriel
- Shira Mitchell
- Luca Oneto
- Solon Barocas
- Eric Potash
- Silvia Chiappa
- Adrian Weller
Citations in the corpus
- Artificial Intelligence, Values, and Alignment (2020, background): “In the United States, for example, parole-recommendation algorithms have been criticised for departing from notions of fairness that are foundational to the criminal justice system (Chouldechova, 2017; Koepke and Robinson, 2018).”
- Prediction-Based Decisions and Fairness: A Catalogue of Choices, Assumptions, and Definitions (2018, background): “Expanded pretrial services [102, 170, 128, 115] might include offering funds to help defendants with transportation to court, paying for childcare, text message reminders of court dates”
- A Causal Bayesian Networks Viewpoint on Fairness (2018, neutral): “This uneven distribution of police attention, as well as other factors such as funding for pretrial services [31,46], means that differences in base rates between racial groups are not reflective of ground truth rates.”
- The false promise of risk assessments: epistemic reform and the limits of fairness (2020, methodology): “that remind defendants to appear in court, risk assessments have produced “zombie predictions” that overestimate risk because they fail to account for the risk-reducing bene ts of these reforms [92].”
- Fairness in Machine Learning (2020, background): “As previous research has shown [81, 113, 160], modern policing tactics center around targeting a small number of neighborhoods—often disproportionately populated by non-white and low income residents—with recurring patrols and stops.”