Items where Author is "Bertsimas, D"

Article
Na, L, Pauphilet, J, Haddad-Sisakht, A, Raison, L, Silver, A, Veronneau, P, Vogt, N and Bertsimas, D
(2024)
Optimization Automates Emergency Department Nurse Scheduling at Hartford Hospital.
INFORMS Journal on Applied Analytics, 54 (6).
pp. 553-574.
ISSN 2644-0865
Bertsimas, D, Cory-Wright, R, Pauphilet, J and Petridis, P
(2024)
A Stochastic Benders Decomposition Scheme for Large-Scale Stochastic Network Design.
INFORMS Journal on Computing.
ISSN 1091-9856
(In Press)
Bertsimas, D and Pauphilet, J
(2024)
Hospital-Wide Inpatient Flow Optimization.
Management Science, 70 (7).
pp. 4893-4911.
ISSN 0025-1909
Bertsimas, D, Delarue, A and Pauphilet, J
(2024)
Simple Imputation Rules for Prediction with Missing Data: Theoretical Guarantees vs. Empirical Performance.
Transactions on Machine Learning Research.
ISSN 2835-8856
(In Press)
Bertsimas, D, den Hertog, D, Pauphilet, J and Zhen, J
(2023)
Robust convex optimization: A new perspective that unifies and extends.
Mathematical Programming, 200 (2).
pp. 877-918.
ISSN 0025-5610
Bertsimas, D, Cory-Wright, R and Pauphilet, J
(2023)
A new perspective on low-rank optimization.
Mathematical Programming, 202.
pp. 47-92.
ISSN 0025-5610
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, 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