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Jon Kleinberg — Fairness and Bias in Algorithmic Decision-Making

HP Auditorium (306 Soda Hall)

Abstract: As data science has broadened its scope in recent years, a number of domains have applied computational methods for classification and prediction to evaluate individuals in high-stakes settings. These developments have led to an active line of recent discussion in the public sphere about the consequences of algorithmic prediction for notions of fairness and…

Jon Kleinberg — Fairness and Bias in Algorithmic Decision-Making

HP Auditorium (306 Soda Hall)

Abstract: As data science has broadened its scope in recent years, a number of domains have applied computational methods for classification and prediction to evaluate individuals in high-stakes settings. These developments have led to an active line of recent discussion in the public sphere about the consequences of algorithmic prediction for notions of fairness and…