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On the approximability of adjustable robust convex optimization under uncertainty
Bertsimas, Dimitris; Goyal, Vineet - In: Mathematical methods of operations research 77 (2013) 3, pp. 323-343
Persistent link: https://www.econbiz.de/10009774897
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Sparse convex regression
Bertsimas, Dimitris; Mundru, Nishanth - In: INFORMS journal on computing : JOC 33 (2021) 1, pp. 262-279
Persistent link: https://www.econbiz.de/10012496386
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Scalable holistic linear regression
Bertsimas, Dimitris; Li, Michael Lingzhi - In: Operations research letters 48 (2020) 3, pp. 203-208
Persistent link: https://www.econbiz.de/10012254048
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Robust maximum likelihood estimation
Bertsimas, Dimitris; Nohadani, Omid - In: INFORMS journal on computing : JOC 31 (2019) 3, pp. 445-458
Persistent link: https://www.econbiz.de/10012061784
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Characterization of the equivalence of robustification and regularization in linear and matrix regression
Bertsimas, Dimitris; Copenhaver, Martin S. - In: European journal of operational research : EJOR 270 (2018) 3, pp. 931-942
Persistent link: https://www.econbiz.de/10011882668
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Computation of exact bootstrap confidence intervals : complexity and deterministic algorithms
Bertsimas, Dimitris; Sturt, Bradley - In: Operations research 68 (2020) 3, pp. 949-964
Persistent link: https://www.econbiz.de/10012234527
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Robust linear algebra
Bertsimas, Dimitris; Koukouvinos, Thodoris - In: European journal of operational research : EJOR 314 (2024) 3, pp. 1174-1184
Persistent link: https://www.econbiz.de/10014456944