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Human decisions and machine predictions
Kleinberg, Jon; Lakkaraju, Himabindu; Leskovec, Jure; … - In: The quarterly journal of economics 133 (2017) 1, pp. 237-293
Persistent link: https://www.econbiz.de/10012036818
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Discrimination in the age of algorithms
Kleinberg, Jon; Ludwig, Jens; Mullainathan, Sendhil; … - 2019
The law forbids discrimination. But the ambiguity of human decision-making often makes it extraordinarily hard for the legal system to know whether anyone has actually discriminated. To understand how algorithms affect discrimination, we must therefore also understand how they affect the problem...
Persistent link: https://www.econbiz.de/10012040091
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Discrimination in the age of algorithms
Kleinberg, Jon; Ludwig, Jens; Mullainathan, Sendhil; … - 2019
Persistent link: https://www.econbiz.de/10011984085
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Human decisions and machine predictions
Kleinberg, Jon; Lakkaraju, Himabindu; Leskovec, Jure; … - 2017
Persistent link: https://www.econbiz.de/10011624354
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An economic approach to regulating algorithms
Rambachan, Ashesh; Kleinberg, Jon; Mullainathan, Sendhil; … - 2020
Persistent link: https://www.econbiz.de/10012232688
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Algorithmic fairness
Kleinberg, Jon; Ludwig, Jens; Mullainathan, Sendhil; … - In: AEA papers and proceedings 108 (2018), pp. 22-27
Persistent link: https://www.econbiz.de/10011888097
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Discrimination In The Age Of Algorithms
Kleinberg, Jon - 2019
The law forbids discrimination. But the ambiguity of human decision-making often makes it extraordinarily hard for the legal system to know whether anyone has actually discriminated. To understand how algorithms affect discrimination, we must therefore also understand how they affect the problem...
Persistent link: https://www.econbiz.de/10012479502
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An Economic Approach to Regulating Algorithms
Rambachan, Ashesh - 2020
allows the training data to exhibit a wide range of "biases." Prevailing wisdom is that biased data change how the algorithm …, when the social planner builds the algorithm, her equity preference has no effect on the training procedure. So long as the … objective function for the algorithm designer and a model of their information sets and interaction. We build such a model that …
Persistent link: https://www.econbiz.de/10012481694
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Discrimination in the Age of Algorithms
Kleinberg, Jon - 2019
The law forbids discrimination. But the ambiguity of human decision-making often makes it extraordinarily hard for the legal system to know whether anyone has actually discriminated. To understand how algorithms affect discrimination, we must therefore also understand how they affect the problem...
Persistent link: https://www.econbiz.de/10012893120
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Discrimination in the Age of Algorithms
Kleinberg, Jon - 2019
The law forbids discrimination. But the ambiguity of human decision-making often makes it extraordinarily hard for the legal system to know whether anyone has actually discriminated. To understand how algorithms affect discrimination, we must therefore also understand how they affect the problem...
Persistent link: https://www.econbiz.de/10012893456