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- creativity: 창의성 및 계산 창의성 연구 (11개) - economy: 경제 원리 및 토큰 이코노미 (11개) - explainability: 설명 가능한 AI (XAI) 연구 (11개) - gamification: 게이미피케이션 이론 (11개) - sociology_of_agents: 에이전트 사회학 (11개) - README.md 업데이트
598 B
598 B
Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR
- Authors: Sandra Wachter, Brent Mittelstadt, Chris Russell
- Year: 2017
- Summary: This paper proposes counterfactual explanations as a way to explain automated decisions. A counterfactual explanation describes the smallest change to the world (input features) that would produce a different outcome. For example, "You would have gotten the loan if your income was $10,000 higher." This is intuitive for humans and provides actionable recourse.
- Link: https://arxiv.org/abs/1711.00399