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Bart P.G. Van Parys
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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
2592015
Sparse High-Dimensional Regression: Exact Scalable Algorithms and Phase Transistions
D Bertsimas, B Van Parys
The Annals of Statistics 48 (1), 300-323, 2020
2432020
From data to decisions: Distributionally robust optimization is optimal
BPG Van Parys, PM Esfahani, D Kuhn
Management Science 67 (6), 3387-3402, 2021
2152021
Sparse regression: Scalable algorithms and empirical performance
D Bertsimas, J Pauphilet, B Van Parys
Statistical Science 35 (4), 555-578, 2020
1372020
Generalized Gauss inequalities via semidefinite programming
BPG Van Parys, PJ Goulart, D Kuhn
Mathematical Programming 156 (1), 271-302, 2016
1312016
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
1262015
Bootstrap robust prescriptive analytics
D Bertsimas, B Van Parys
Mathematical Programming 195 (1), 39-78, 2022
942022
Sparse regression: Scalable algorithms and empirical performance
D Bertsimas, J Pauphilet, B Van Parys
Statistical Science 35 (4), 555-578, 2020
87*2020
Multivariate Chebyshev inequality with estimated mean and variance
B Stellato, BPG Van Parys, PJ Goulart
The American Statistician 71 (2), 123-127, 2017
85*2017
Branch-and-bound performance estimation programming: A unified methodology for constructing optimal optimization methods
S Das Gupta, BPG Van Parys, EK Ryu
Mathematical Programming 204 (1), 567-639, 2024
812024
Distributionally robust expectation inequalities for structured distributions
BPG Van Parys, PJ Goulart, M Morari
Mathematical Programming 173 (1), 251-280, 2019
422019
A Pareto dominance principle for data-driven optimization
T Sutter, BPG Van Parys, D Kuhn
Operations Research 72 (5), 1976-1999, 2024
37*2024
Holistic robust data-driven decisions
A Bennouna, B Van Parys
arXiv preprint arXiv:2207.09560, 2022
352022
Optimal learning for structured bandits
B Van Parys, N Golrezaei
Management Science 70 (6), 3951-3998, 2024
342024
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
242013
Learning decision-focused uncertainty sets in robust optimization
I Wang, C Becker, B Van Parys, B Stellato
arXiv preprint arXiv:2305.19225, 2023
232023
Certified robust neural networks: Generalization and corruption resistance
A Bennouna, R Lucas, B Van Parys
International Conference on Machine Learning, 2092-2112, 2023
192023
Learning and decision-making with data: optimal formulations and phase transitions
A Bennouna, BPG Van Parys
Mathematical Programming, 1-93, 2025
182025
Mean robust optimization: I. Wang et al.
I Wang, C Becker, B Van Parys, B Stellato
Mathematical Programming 213 (1), 1235-1277, 2025
162025
Sparse hierarchical regression with polynomials
D Bertsimas, B Van Parys
Machine Learning 109 (5), 973-997, 2020
142020
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Articles 1–20