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Algorithmic transparency with strategic users
Wang, Qiaochu; Huang, Yan; Jasin, Stefanus; Singh, Param Vir - In: Management science : journal of the Institute for … 69 (2023) 4, pp. 2297-2317
Persistent link: https://www.econbiz.de/10014305405
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Strategic Best-Response Fairness in Fair Machine Learning Algorithms
Shimao, Hajime - 2019
sensitive variable explicitly. Our algorithm also complies with the notion of equal treatment and explainable AI, and can be … applied to a wide variety of prediction tasks. We demonstrate the theoretical performance of our algorithm in the asymptotic … scenario. In addition, we show the practical performance of the proposed algorithm by comparing its performance with that of …
Persistent link: https://www.econbiz.de/10012870375
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Artificial intelligence in chess-playing automata : a paradigm for the quiescence phase of a-ß search
Wheeler, Stephen F. - In: AI and data analytics applications in organizational …, (pp. 181-202). 2024
Persistent link: https://www.econbiz.de/10014562979
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Can unbiased predictive AI amplify bias?
Khan, Tanvir Ahmed - 2023
Predictive AI is increasingly used to guide decisions on agents. I show that even a bias-neutral predictive AI can potentially amplify exogenous (human) bias in settings where the predictive AI represents a cost-adjusted precision gain to unbiased predictions, and the final judgments are made by...
Persistent link: https://www.econbiz.de/10014452605
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In the land of the blind, the one-eyed man is king : knowledge brokerage in the age of learning algorithms
Waardenburg, Lauren; Huysman, Marleen; Sergeeva, … - In: Organization science 33 (2022) 1, pp. 59-82
Persistent link: https://www.econbiz.de/10012820463
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Autonomous algorithmic collusion : economic research and policy implications
Assad, Stephanie; Calvano, Emilio; Calzolari, Giacomo; … - In: Oxford review of economic policy 37 (2021) 3, pp. 459-478
Persistent link: https://www.econbiz.de/10012655281
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Addressing algorithmic bias in ai-driven customer management
Akter, Shahriar; Dwivedi, Yogesh Kumar; Biswas, Kumar; … - In: Journal of global information management 29 (2021) 6, pp. 1-27
Persistent link: https://www.econbiz.de/10012614487
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A new look at the swing contract : from linear programming to particle swarm optimization
Behrndt, Tapio; Chen, Ren-Raw - In: Journal of risk and financial management : JRFM 15 (2022) 6, pp. 1-20
As the energy market has grown in importance in recent decades, researchers have paid increasing attention to swing option contracts. Early studies evaluated the swing contract as if it were a financial derivative contract, by ignoring its storage constraints. Aided by recent advances in...
Persistent link: https://www.econbiz.de/10013273599
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Frontiers: can an artificial intelligence algorithm mitigate racial economic inequality? : an analysis in the context of Airbnb
Zhang, Shunyuan; Mehta, Nitin; Singh, Param Vir; … - In: Marketing science : the marketing journal of the … 40 (2021) 5, pp. 813-820
Persistent link: https://www.econbiz.de/10012668030
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Ubiquitous IT and digital vulnerabilities
Ransbotham, Sam; Fichman, Robert G.; Gopal, Ram; Gupta, Alok - In: Information systems research : ISR 27 (2016) 4, pp. 834-847
Persistent link: https://www.econbiz.de/10011629890