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An algorithmic approach to linear regression
Bertsimas, Dimitris; King, Angela - In: Operations research 64 (2016) 1, pp. 2-16
Persistent link: https://www.econbiz.de/10011447693
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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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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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Near-optimal Nonlinear Regression Trees
Bertsimas, Dimitris; Dunn, Jack; Wang, Yuchen - In: Operations research letters 49 (2021) 2, pp. 201-206
Persistent link: https://www.econbiz.de/10012506615
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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