From predictions to prescriptions: A data-driven response to COVID-19 D Bertsimas, L Boussioux, R Cory-Wright, A Delarue, V Digalakis Jr, ... Health Care Management Science 24, 253-272, 2021 | 105 | 2021 |
A scalable algorithm for sparse portfolio selection D Bertsimas, R Cory-Wright INFORMS Journal on Computing 34 (3), 1489-1511, 2022 | 65 | 2022 |
A unified approach to mixed-integer optimization problems with logical constraints D Bertsimas, R Cory-Wright, J Pauphilet SIAM Journal on Optimization 31 (3), 2340-2367, 2021 | 54* | 2021 |
Solving large-scale sparse PCA to certifiable (near) optimality D Bertsimas, R Cory-Wright, J Pauphilet Journal of Machine Learning Research 23, 13:1-13:35, 2022 | 45 | 2022 |
Mixed-projection conic optimization: A new paradigm for modeling rank constraints D Bertsimas, R Cory-Wright, J Pauphilet Operations Research 70 (6), 3321-3344, 2022 | 23 | 2022 |
An aggregated dataset of clinical outcomes for covid-19 patients D Bertsimas, H Bandi, L Boussioux, R Cory-Wright, A Delarue, ... URL http://www. covidanalytics. io/datasetdocumentation, 2020 | 17* | 2020 |
On polyhedral and second-order cone decompositions of semidefinite optimization problems D Bertsimas, R Cory-Wright Operations Research Letters 48 (1), 78-85, 2020 | 16 | 2020 |
On stochastic auctions in risk-averse electricity markets with uncertain supply R Cory-Wright, G Zakeri Operations Research Letters 48 (3), 376-384, 2020 | 14* | 2020 |
A new perspective on low-rank optimization D Bertsimas, R Cory-Wright, J Pauphilet Mathematical Programming 202, 47-92, 2023 | 13 | 2023 |
Sparse plus low rank matrix decomposition: A discrete optimization approach D Bertsimas, R Cory-Wright, NAG Johnson Journal of Machine Learning Research 24 (267), 1−51, 2023 | 12 | 2023 |
Payment mechanisms for electricity markets with uncertain supply R Cory-Wright, A Philpott, G Zakeri Operations Research Letters 46 (1), 116-121, 2018 | 12 | 2018 |
Optimal low-rank matrix completion: Semidefinite relaxations and eigenvector disjunctions D Bertsimas, R Cory-Wright, S Lo, J Pauphilet arXiv preprint arXiv:2305.12292, 2023 | 5 | 2023 |
Decarbonizing OCP D Bertsimas, R Cory-Wright, V Digalakis Jr Manufacturing & Service Operations Management, 2023 | 3 | 2023 |
A stochastic Benders decomposition scheme for large-scale data-driven network design D Bertsimas, R Cory-Wright, J Pauphilet, P Petridis arXiv preprint arXiv:2303.07695, 2023 | 2 | 2023 |
Evolving scientific discovery by unifying data and background knowledge with AI Hilbert R Cory-Wright, C Cornelio, S Dash, B El Khadir, L Horesh | 1* | 2023 |
Sparse PCA with multiple components R Cory-Wright, J Pauphilet arXiv preprint arXiv:2209.14790, 2022 | 1 | 2022 |
Gain confidence, reduce disappointment: A new approach to cross-validation for sparse regression R Cory-Wright, A Gómez arXiv preprint arXiv:2306.14851, 2023 | | 2023 |
Integer and matrix optimization: A nonlinear approach R Cory-Wright Massachusetts Institute of Technology, 2022 | | 2022 |