Completed
Validation of our PSA reproduction code
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Fairness, Accountability, and Transparency in Predictive Models for Criminal Justice
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Are police records a representative sample of crime?
- 3 Drug Crimes in Oakland
- 4 Demo on Oakland Data
- 5 Simulation using Oakland Data
- 6 Why fairness?
- 7 Overbooking
- 8 Pre-Trial Risk Assessment
- 9 Public Safety Assessment
- 10 Empirical Risk Estimates
- 11 Decision-Making Framework
- 12 The Plan
- 13 Validation of our PSA reproduction code
- 14 Accounting for Discrepancies
- 15 Results by race
- 16 Why accountability?
- 17 Risk Assessment for Supervised Release Program
- 18 Who did the hand selection benefit?
- 19 Why transparency?
- 20 Final summary
- 21 The Process
