# Items where Author is "Pauphilet, J"

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**12**.

## Article

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)

Pauphilet, J
(2022)
*Robust and Heterogenous Odds Ratio: Estimating Price Sensitivity for Unbought Items.*
Manufacturing and Service Operations Management.
ISSN 1523-4614
(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
(In Press)

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, Dimitris, Pauphilet, J and Bart Van Parys
(2021)
*Sparse Classification: A Scalable Discrete Optimization Perspective.*
Machine Learning.
ISSN 0885-6125
(In Press)

Bertsimas, Dimitris, Boussioux, Leonard, Cory Wright, Ryan, Delarue, Arthur, Digalakis, Vassilis, Jacquillat, Alexandre, Lahlou Kitane, Driss, Lukin, Galit, Li, Michael L, Mingardi, Luca, Nohadani, Omid, Orfanoudaki, Agni, Papalexopoulos, Theodore, Paskov, Ivan, Pauphilet, J, Skali Lami, Omar, Stellato, Bartolomeo, Tazi Bouardi, Hamza, Villalobos Carballo, Kimberly, Wiberg, Holly and Zeng, Cynthia
(2021)
*From predictions to prescriptions: A data-driven response to COVID-19.*
Health Care Management Science, 24.
pp. 253-272.
ISSN 1386-9620

Bertsimas, J, Cory-Wright, R and Pauphilet, J
(2021)
*A unified approach to mixed-integer optimization with logical constraints.*
SIAM Journal on Optimization, 31 (3).
pp. 2340-2367.
ISSN 1052-6234

Bertsimas, D, Pauphilet, J, Stevens, J and Tandon, M
(2021)
*Predicting inpatient flow at a major hospital using interpretable analytics.*
Manufacturing and Service Operations Management.
ISSN 1523-4614
(In Press)

Gao, H, Pauphilet, J, Struble, T, Coley, C and Jensen, K F
(2021)
*Direct optimization across computer generated reaction networks balances materials use and feasibility of synthesis plans for molecule libraries.*
Journal of Chemical Information and Modeling, 61 (1).
pp. 493-504.
ISSN 1549-9596

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

**Wed Sep 28 01:14:40 2022 BST**.