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Search: subject:"contextual stochastic optimization"
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Mathematical programming
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contextual stochastic optimization
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decision making under uncertainty with side observations
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end-to-end optimization
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estimate and then optimize
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optimization with side information
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personalized decision making
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random forests
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Kallus, Nathan
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Mao, Xiaojie
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Estes, Alexander S.
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Hu, Yichun
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Richard, Jean-Philippe P.
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Management science : journal of the Institute for Operations Research and the Management Sciences
2
INFORMS journal on optimization
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ECONIS (ZBW)
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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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2
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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3
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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