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Introduction
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Classroom Contents
Implications Tutorial - Using Harms and Benefits to Ground Practical AI Fairness Assessments
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- 1 Introduction
- 2 Introductions
- 3 Overview
- 4 Project Background
- 5 Project Team
- 6 Outputs
- 7 Context
- 8 Harms and Benefits Approach
- 9 Design Goals
- 10 Methodology Overview
- 11 Intended Uses of the Methodology
- 12 The Assessment
- 13 Assessment Questions
- 14 System Objectives Context
- 15 Methodology
- 16 Questions Answers
- 17 Credit Scoring Case Study
- 18 Credit Approval Systems
- 19 Confusion Matrices
- 20 Part B
- 21 Part C
- 22 Performance vs Fairness
- 23 Personal Attributes
- 24 System Monitoring Review
- 25 Questions
