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Bart P.G. Van Parys
Bart P.G. Van Parys
MIT Sloan School of Management
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
Distributionally robust control of constrained stochastic systems
BPG Van Parys, D Kuhn, PJ Goulart, M Morari
IEEE Transactions on Automatic Control 61 (2), 430-442, 2015
1832015
Sparse High-Dimensional Regression: Exact Scalable Algorithms and Phase Transistions
D Bertsimas, B Van Parys
The Annals of Statistics 48 (1), 300-323, 2020
1822020
From data to decisions: Distributionally robust optimization is optimal
BPG Van Parys, PM Esfahani, D Kuhn
Management Science 67 (6), 3387-3402, 2021
1342021
Security constrained optimal power flow with distributionally robust chance constraints
L Roald, F Oldewurtel, B Van Parys, G Andersson
arXiv preprint arXiv:1508.06061, 2015
1122015
Generalized Gauss inequalities via semidefinite programming
BPG Van Parys, PJ Goulart, D Kuhn
Mathematical Programming 156, 271-302, 2016
1112016
Sparse regression: Scalable algorithms and empirical performance
D Bertsimas, J Pauphilet, B Van Parys
Statistical Science 35 (4), 555-578, 2020
892020
Multivariate Chebyshev inequality with estimated mean and variance
B Stellato, BPG Van Parys, PJ Goulart
The American Statistician 71 (2), 123-127, 2017
78*2017
Bootstrap robust prescriptive analytics
D Bertsimas, B Van Parys
Mathematical Programming 195 (1), 39-78, 2022
632022
Sparse regression: Scalable algorithms and empirical performance
D Bertsimas, J Pauphilet, B Van Parys
Statistical Science 35 (4), 555-578, 2020
58*2020
Distributionally robust expectation inequalities for structured distributions
BPG Van Parys, PJ Goulart, M Morari
Mathematical Programming 173, 251-280, 2019
382019
Infinite horizon performance bounds for uncertain constrained systems
BPG Van Parys, PJ Goulart, M Morari
IEEE Transactions on Automatic Control 58 (11), 2803-2817, 2013
232013
Optimal learning for structured bandits
B Van Parys, N Golrezaei
Management Science, 2023
222023
Branch-and-bound performance estimation programming: A unified methodology for constructing optimal optimization methods
S Das Gupta, BPG Van Parys, EK Ryu
Mathematical Programming, 1-73, 2023
202023
A Pareto Dominance Principle for Data-Driven Optimization
T Sutter, BPG Van Parys, D Kuhn
Operations Research, 2024
18*2024
Holistic robust data-driven decisions
A Bennouna, B Van Parys
arXiv preprint arXiv:2207.09560, 2022
122022
Learning and Decision-Making with Data: Optimal Formulations and Phase Transitions
M Amine Bennouna, BPG Van Parys
arXiv e-prints, arXiv: 2109.06911, 2021
12*2021
Optimal control for load alleviation in wind turbines
BP Van Parys, BF Ng, PJ Goulart, R Palacios
32nd ASME Wind Energy Symposium, 1222, 2014
82014
Sparse hierarchical regression with polynomials
D Bertsimas, B Van Parys
Machine Learning 109 (5), 973-997, 2020
62020
Certified robust neural networks: Generalization and corruption resistance
A Bennouna, R Lucas, B Van Parys
International Conference on Machine Learning, 2092-2112, 2023
42023
Learning for robust optimization
I Wang, C Becker, B Van Parys, B Stellato
arXiv preprint arXiv:2305.19225, 2023
42023
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