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Publications about 'Distributional Robustness'
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Articles in journal, book chapters
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N. Lanzetti,
A. Terpin,
and F. Dörfler.
Dynamic Programming in Probability Spaces via Optimal Transport.
SIAM Journal on Control and Optimization,
62(2):1183-1206,
2024.
Keyword(s): Distributional Robustness,
Optimal Transport.
[bibtex-entry]
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N. Lanzetti,
A. Terpin,
and F. Dörfler.
Variational Analysis in the Wasserstein Space.
2024.
Note: Submitted. Available at https://arxiv.org/abs/2406.10676. Keyword(s): Distributional Robustness,
Optimal Transport.
[bibtex-entry]
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S. Shafieezadeh-Abadeh,
L. Aolaritei,
F. Dörfler,
and D. Kuhn.
New Perspectives on Regularization and Computation in Optimal Transport-Based Distributionally Robust Optimization.
June 2023.
Note: Submitted. Available at https://arxiv.org/abs/2303.03900. Keyword(s): Distributional Robustness,
Optimal Transport.
[bibtex-entry]
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L. Aolaritei,
N. Lanzetti,
C. Hongruyu,
and F. Dörfler.
Distributional Uncertainty Propagation via Optimal Transport.
April 2022.
Note: Submitted. Available at https://arxiv.org/abs/2205.00343. Keyword(s): Distributional Robustness,
Optimal Transport.
[bibtex-entry]
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L. Aolaritei,
S. Shafieezadeh-Abadeh,
and F. Dörfler.
The Performance of Wasserstein Distributionally Robust M-Estimators in High Dimensions.
June 2022.
Note: Submitted. Available at https://arxiv.org/abs/2206.13269. Keyword(s): Distributional Robustness,
Optimal Transport.
[bibtex-entry]
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J. Coulson,
J. Lygeros,
and F. Dörfler.
Distributionally Robust Chance Constrained Data-Enabled Predictive Control.
IEEE Transactions on Automatic Control,
67(7):3289-3304,
2022.
Keyword(s): Linear Control Design,
Data-Driven Control,
Behavioral Systems Theory,
Distributional Robustness,
Optimal Transport.
[bibtex-entry]
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N. Lanzetti,
S. Bolognani,
and F. Dörfler.
First-order Conditions for Optimization in the Wasserstein Space.
2022.
Note: In press. Available at https://arxiv.org/abs/2209.12197. Keyword(s): Distributional Robustness,
Optimal Transport.
[bibtex-entry]
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J. Coulson,
J. Lygeros,
and F. Dörfler.
Regularized and distributionally robust data-enabled predictive control.
In IEEE Conference on Decision and Control,
pages 2696-2701,
2019.
Keyword(s): Linear Control Design,
Data-Driven Control,
Robotic Coordination,
Behavioral Systems Theory,
Distributional Robustness,
Optimal Transport.
[bibtex-entry]
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N. Lanzetti,
A. Terpin,
and F. Dörfler.
Variational Analysis in the Wasserstein Space,
2024.
Note: Available at https://arxiv.org/abs/2406.10676. Keyword(s): Distributional Robustness,
Optimal Transport.
[bibtex-entry]
-
N. Lanzetti,
A. Terpin,
and F. Dörfler.
Dynamic Programming in Probability Spaces via Optimal Transport,
February 2023.
Note: Available at https://arxiv.org/abs/2302.13550. Keyword(s): Distributional Robustness,
Optimal Transport.
[bibtex-entry]
-
S. Shafieezadeh-Abadeh,
L. Aolaritei,
F. Dörfler,
and D. Kuhn.
New Perspectives on Regularization and Computation in Optimal Transport-Based Distributionally Robust Optimization,
June 2023.
Note: Available at https://arxiv.org/abs/2303.03900. Keyword(s): Distributional Robustness,
Optimal Transport.
[bibtex-entry]
-
L. Aolaritei,
S. Shafieezadeh-Abadeh,
and F. Dörfler.
The Performance of Wasserstein Distributionally Robust M-Estimators in High Dimensions,
June 2022.
Keyword(s): Distributional Robustness,
Optimal Transport.
[bibtex-entry]
-
N. Lanzetti,
S. Bolognani,
and F. Dörfler.
First-order Conditions for Optimization in the Wasserstein Space,
December 2022.
Note: Available at https://arxiv.org/abs/2209.12197. Keyword(s): Distributional Robustness,
Optimal Transport.
[bibtex-entry]
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Last modified: Sun Nov 10 07:25:34 2024
Author: Florian Dorfler.
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