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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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Hedging the drift : learning to optimize under nonstationarity
Cheung, Wang Chi; Simchi-Levi, David; Zhu, Ruihao - In: Management science : journal of the Institute for … 68 (2022) 3, pp. 1696-1713
Persistent link: https://www.econbiz.de/10013260035
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Inventory balancing with online learning
Cheung, Wang Chi; Ma, Will; Simchi-Levi, David; Wang, … - In: Management science : journal of the Institute for … 68 (2022) 3, pp. 1776-1807
Persistent link: https://www.econbiz.de/10013260109
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Capacity allocation in flexible production networks : theory and applications
Lyu, Guodong; Cheung, Wang Chi; Chou, Mabel C.; Teo, … - In: Management science : journal of the Institute for … 65 (2019) 11, pp. 5091-5109
Persistent link: https://www.econbiz.de/10012125887
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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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Nonstationary reinforcement learning : the blessing of (more) optimism
Cheung, Wang Chi; Simchi-Levi, David; Zhu, Ruihao - In: Management science : journal of the Institute for … 69 (2023) 10, pp. 5722-5739
Persistent link: https://www.econbiz.de/10014392977
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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