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Minimax-optimal policy learning under unobserved confounding
Kallus, Nathan; Zhou, Angela - In: Management science : journal of the Institute for … 67 (2021) 5, pp. 2870-2890
Persistent link: https://www.econbiz.de/10012550047
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Fast rates for contextual linear optimization
Hu, Yichun; Kallus, Nathan; Mao, Xiaojie - In: Management science : journal of the Institute for … 68 (2022) 6, pp. 4236-4245
Persistent link: https://www.econbiz.de/10013369049
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Treatment effect risk : bounds and inference
Kallus, Nathan - In: Management science : journal of the Institute for … 69 (2023) 8, pp. 4579-4590
Persistent link: https://www.econbiz.de/10014339269
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Stochastic optimization forests
Kallus, Nathan; Mao, Xiaojie - In: Management science : journal of the Institute for … 69 (2023) 4, pp. 1975-1994
Persistent link: https://www.econbiz.de/10014305369