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  • Search: subject:"contextual stochastic optimization"
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Subject
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Mathematical programming 4 Mathematische Optimierung 4 Theorie 4 Theory 4 Stochastic process 3 Stochastischer Prozess 3 contextual stochastic optimization 3 Decision 2 Entscheidung 2 Chance-constrained 1 Contextual information 1 Contextual stochastic optimization 1 Decision under uncertainty 1 Entscheidung unter Unsicherheit 1 Forest economics 1 Forest policy 1 Forestry 1 Forstpolitik 1 Forstwirtschaft 1 Forstökonomie 1 Operations Research 1 Operations research 1 Piecewise affine function 1 Stochastic programming 1 decision making under uncertainty with side observations 1 end-to-end optimization 1 estimate and then optimize 1 optimization with side information 1 personalized decision making 1 perturbation analysis 1 random forests 1 regression 1 smart predict-then-optimize 1 two-stage linear programming 1
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Article 4
Type of publication (narrower categories)
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Article in journal 4 Aufsatz in Zeitschrift 4
Language
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English 4
Author
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Kallus, Nathan 2 Mao, Xiaojie 2 Estes, Alexander S. 1 Hu, Yichun 1 Liu, Liu 1 Liu, Yongchao 1 Qin, Junhao 1 Richard, Jean-Philippe P. 1 Zou, Ziyi 1
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Management science : journal of the Institute for Operations Research and the Management Sciences 2 INFORMS journal on optimization 1 Operations research letters : a journal of INFORMS devoted to the rapid publication of concise contributions in operations research 1
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ECONIS (ZBW) 4
Showing 1 - 4 of 4
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Piecewise affine decision rules for contextual chance-constrained stochastic programming
Qin, Junhao; Zou, Ziyi; Liu, Liu; Liu, Yongchao - In: Operations research letters : a journal of INFORMS … 61 (2025), pp. 1-9
Persistent link: https://www.econbiz.de/10015432137
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Smart predict-then-optimize for two-stage linear programs with side information
Estes, Alexander S.; Richard, Jean-Philippe P. - In: INFORMS journal on optimization 5 (2023) 3, pp. 295-320
Persistent link: https://www.econbiz.de/10014328149
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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
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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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