Items where Author is "Bertsimas, D"
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Article
Bertsimas, D, Pauphilet, J, Stevens, J and Tandon, M
(2022)
Predicting inpatient flow at a major hospital using interpretable analytics.
Manufacturing and Service Operations Management, 24 (6).
pp. 2809-2824.
ISSN 1523-4614
Bertsimas, D, den Hertog, D, Pauphilet, J and Zhen, J
(2022)
Robust convex optimization: A new perspective that unifies and extends.
Mathematical Programming.
ISSN 0025-5610
(In Press)
Bertsimas, D, Cory-Wright, R and Pauphilet, J
(2022)
Solving Large-Scale Sparse PCA to Certifiable (Near) Optimality.
Journal of Machine Learning Research, 23 (13).
pp. 1-35.
ISSN 1532-4435
Bertsimas, D, Cory-Wright, R and Pauphilet, J
(2021)
Mixed-Projection Conic Optimization: A New Paradigm for Modeling Rank Constraints.
Operations Research.
ISSN 0030-364X
(In Press)
Bertsimas, D, den Heretog, D and Pauphilet, J
(2021)
Probabilistic Guarantees in Robust Optimization.
SIAM Journal on Optimization, 31 (4).
pp. 2893-2920.
ISSN 1052-6234
Bertsimas, D, Lamperski, J and Pauphilet, J (2020) Certifiably optimal sparse inverse covariance estimation. Mathematical Programming, 184 (1-2). pp. 491-530. ISSN 0025-5610
Bertsimas, D, Pauphilet, J and Van Parys, B (2020) Sparse regression: scalable algorithms and empirical performance. Statistical Science, 35 (4). pp. 555-578. ISSN 0883-4237