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Optimal Design for Multi-Item Auctions: A Robust Optimization Approach.
- Published in:
- Mathematics of Operations Research, 2014, v. 39, n. 4, p. 1012, doi. 10.1287/moor.2014.0645
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- Article
A Geometric Characterization of the Power of Finite Adaptability in Multistage Stochastic and Adaptive Optimization.
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- Mathematics of Operations Research, 2011, v. 36, n. 1, p. 24, doi. 10.1287/moor.1110.0482
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- Article
Models for Minimax Stochastic Linear Optimization Problems with Risk Aversion.
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- Mathematics of Operations Research, 2010, v. 35, n. 3, p. 580, doi. 10.1287/moor.1100.0445
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- Article
Optimality of Affine Policies in Multistage Robust Optimization.
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- Mathematics of Operations Research, 2010, v. 35, n. 2, p. 363, doi. 10.1287/moor.1100.0444
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- Article
On the Power of Robust Solutions in Two-Stage Stochastic and Adaptive Optimization Problems.
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- Mathematics of Operations Research, 2010, v. 35, n. 2, p. 284, doi. 10.1287/moor.1090.0440
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- Publication type:
- Article
OPTIMIZATION OF MULTICLASS QUEUEING NETWORKS WITH CHANGEOVER TIMES VIA THE ACHIEVABLE REGION APPROACH: PART II, THE MULTI-STATION CASE.
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- Mathematics of Operations Research, 1999, v. 24, n. 2, p. 331, doi. 10.1287/moor.24.2.331
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- Article
OPTIMIZATION OF MULTICLASS QUEUEING NETWORKS WITH CHANGEOVER TIMES VIA THE ACHIEVABLE REGION APPROACH: PART I, THE SINGLE-STATION CASE.
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- Mathematics of Operations Research, 1999, v. 24, n. 2, p. 306, doi. 10.1287/moor.24.2.306
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- Article
Conservation Laws, Extended Polymatroids and Multiarmed Bandit Problems; a Polyhedral Approach to Indexable Systems.
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- Mathematics of Operations Research, 1996, v. 21, n. 2, p. 257, doi. 10.1287/moor.21.2.257
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- Article
PROBABILISTIC ANALYSIS OF THE HELD AND KARP LOWER BOUND FOR THE EUCLIDEAN TRAVELING SALESMAN PROBLEM.
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- Mathematics of Operations Research, 1991, v. 16, n. 1, p. 72, doi. 10.1287/moor.16.1.72
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- Article
A New Local Search Algorithm for Binary Optimization.
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- INFORMS Journal on Computing, 2013, v. 25, n. 2, p. 208, doi. 10.1287/ijoc.1110.0496
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- Article
Nonconvex Robust Optimization for Problems with Constraints.
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- INFORMS Journal on Computing, 2010, v. 22, n. 1, p. 44, doi. 10.1287/ijoc.1090.0319
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- Publication type:
- Article
Machine learning models for mitral valve replacement: A comparative analysis with the Society of Thoracic Surgeons risk score.
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- Journal of Cardiac Surgery, 2022, v. 37, n. 1, p. 18, doi. 10.1111/jocs.16072
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- Publication type:
- Article
Robust optimization with simulated annealing.
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- Journal of Global Optimization, 2010, v. 48, n. 2, p. 323, doi. 10.1007/s10898-009-9496-x
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- Publication type:
- Article
Integrated multimodal artificial intelligence framework for healthcare applications.
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- NPJ Digital Medicine, 2022, v. 5, n. 1, p. 1, doi. 10.1038/s41746-022-00689-4
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- Publication type:
- Article
Robust transient analysis of multi-server queueing systems and feed-forward networks.
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- Queueing Systems, 2018, v. 89, n. 3/4, p. 351, doi. 10.1007/s11134-017-9566-6
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- Publication type:
- Article
Ethics-by-design: efficient, fair and inclusive resource allocation using machine learning.
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- Journal of Law & the Biosciences, 2022, v. 9, n. 1, p. 1, doi. 10.1093/jlb/lsac012
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- Article
Inventory Management in the Era of Big Data.
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- Production & Operations Management, 2016, v. 25, n. 12, p. 2006, doi. 10.1111/poms.2
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- Article
A Prescriptive Machine Learning Approach to Mixed-Integer Convex Optimization.
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- INFORMS Journal on Computing, 2023, v. 35, n. 6, p. 1225, doi. 10.1287/ijoc.2022.0188
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- Publication type:
- Article
Interpretable Matrix Completion: A Discrete Optimization Approach.
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- INFORMS Journal on Computing, 2023, v. 35, n. 5, p. 952, doi. 10.1287/ijoc.2022.0022
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- Publication type:
- Article
Stochastic Cutting Planes for Data-Driven Optimization.
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- INFORMS Journal on Computing, 2022, v. 34, n. 5, p. 2400, doi. 10.1287/ijoc.2022.1205
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- Article
Online Mixed-Integer Optimization in Milliseconds.
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- INFORMS Journal on Computing, 2022, v. 34, n. 4, p. 2229, doi. 10.1287/ijoc.2022.1181
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- Article
A Scalable Algorithm for Sparse Portfolio Selection.
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- INFORMS Journal on Computing, 2022, v. 34, n. 3, p. 1489, doi. 10.1287/ijoc.2021.1127
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- Publication type:
- Article
Sparse Convex Regression.
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- INFORMS Journal on Computing, 2021, v. 33, n. 1, p. 262, doi. 10.1287/ijoc.2020.0954
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- Article
Relative Robust and Adaptive Optimization.
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- INFORMS Journal on Computing, 2020, v. 32, n. 2, p. 408, doi. 10.1287/ijoc.2018.0860
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- Article
Robust Maximum Likelihood Estimation.
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- INFORMS Journal on Computing, 2019, v. 31, n. 3, p. 445, doi. 10.1287/ijoc.2018.0834
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- Article
Clinical benefit, toxicity and cost of metastatic breast cancer therapies: systematic review and meta-analysis.
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- Breast Cancer Research & Treatment, 2019, v. 176, n. 3, p. 535, doi. 10.1007/s10549-019-05208-w
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- Article
Hospital-Wide Inpatient Flow Optimization.
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- Management Science, 2024, v. 70, n. 7, p. 4893, doi. 10.1287/mnsc.2023.4933
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- Article
A Data-Driven Approach to Multistage Stochastic Linear Optimization.
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- Management Science, 2023, v. 69, n. 1, p. 51, doi. 10.1287/mnsc.2022.4352
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- Article
Applying Analytics to Design Lung Transplant Allocation Policy.
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- INFORMS Journal on Applied Analytics, 2023, v. 53, n. 5, p. 350, doi. 10.1287/inte.2023.0036
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- Article
Toward Global Food Security: Transforming OCP Through Analytics.
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- INFORMS Journal on Applied Analytics, 2022, v. 52, n. 1, p. 90, doi. 10.1287/inte.2021.1111
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- Article
Bus Routing Optimization Helps Boston Public Schools Design Better Policies.
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- INFORMS Journal on Applied Analytics, 2020, v. 50, n. 1, p. 37, doi. 10.1287/inte.2019.1015
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- Article
A semidefinite optimization approach to the steady-state analysis of queueing systems.
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- Queueing Systems, 2007, v. 56, n. 1, p. 27, doi. 10.1007/s11134-007-9028-7
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- Article
Hurricane Forecasting: A Novel Multimodal Machine Learning Framework.
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- Weather & Forecasting, 2022, v. 37, n. 6, p. 817, doi. 10.1175/WAF-D-21-0091.1
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- Article
Learning sparse nonlinear dynamics via mixed-integer optimization.
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- Nonlinear Dynamics, 2023, v. 111, n. 7, p. 6585, doi. 10.1007/s11071-022-08178-9
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- Article
Relations between the prearrival and postdeparture state probabilities and the fcfs waiting time distribution in the E<sub> k</sub>/ G/s queue.
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- Naval Research Logistics, 1990, v. 37, n. 1, p. 135, doi. 10.1002/1520-6750(199002)37:1<135::AID-NAV3220370109>3.0.CO;2-F
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- Article
Development of a Machine Learning–Based Prescriptive Tool to Address Racial Disparities in Access to Care After Penetrating Trauma.
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- JAMA Surgery, 2023, v. 158, n. 10, p. 1088, doi. 10.1001/jamasurg.2023.2293
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- Article
Using Artificial Intelligence to Find the Optimal Margin Width in Hepatectomy for Colorectal Cancer Liver Metastases.
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- JAMA Surgery, 2022, v. 157, n. 8, p. e221819, doi. 10.1001/jamasurg.2022.1819
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- Article
Using Artificial Intelligence to Find the Optimal Margin Width in Hepatectomy for Colorectal Cancer Liver Metastases.
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- 2022
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- Publication type:
- journal article
Compressed sensing: a discrete optimization approach.
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- Machine Learning, 2024, v. 113, n. 9, p. 6725, doi. 10.1007/s10994-024-06577-0
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- Article
Holistic deep learning.
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- Machine Learning, 2024, v. 113, n. 1, p. 159, doi. 10.1007/s10994-023-06482-y
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- Article
Tensor completion with noisy side information.
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- Machine Learning, 2023, v. 112, n. 10, p. 3945, doi. 10.1007/s10994-023-06338-5
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- Article
The backbone method for ultra-high dimensional sparse machine learning.
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- Machine Learning, 2022, v. 111, n. 6, p. 2161, doi. 10.1007/s10994-021-06123-2
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- Article
Sparse classification: a scalable discrete optimization perspective.
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- Machine Learning, 2021, v. 110, n. 11/12, p. 3177, doi. 10.1007/s10994-021-06085-5
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- Article
The voice of optimization.
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- Machine Learning, 2021, v. 110, n. 2, p. 249, doi. 10.1007/s10994-020-05893-5
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- Article
Imputation of clinical covariates in time series.
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- Machine Learning, 2021, v. 110, n. 1, p. 185, doi. 10.1007/s10994-020-05923-2
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- Article
Interpretable clustering: an optimization approach.
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- Machine Learning, 2021, v. 110, n. 1, p. 89, doi. 10.1007/s10994-020-05896-2
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- Article
Sparse hierarchical regression with polynomials.
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- Machine Learning, 2020, v. 109, n. 5, p. 973, doi. 10.1007/s10994-020-05868-6
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- Article
Optimal classification trees.
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- Machine Learning, 2017, v. 106, n. 7, p. 1039, doi. 10.1007/s10994-017-5633-9
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- Article
Analysis of LP relaxations for multiway and multicut problems.
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- Networks, 1999, v. 34, n. 2, p. 102, doi. 10.1002/(SICI)1097-0037(199909)34:2<102::AID-NET3>3.0.CO;2-X
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- Article
The probabilistic minimum spanning tree problem.
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- Networks, 1990, v. 20, n. 3, p. 245, doi. 10.1002/net.3230200302
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- Article