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Publications about 'Distributional Robustness'
Articles in journal, book chapters
  1. 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]


  2. 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]


  3. 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]


  4. 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]


  5. 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]


  6. N. Lanzetti, S. Bolognani, and F. Dörfler. First-order Conditions for Optimization in the Wasserstein Space. 2022. Note: Submitted. Available at https://arxiv.org/abs/2209.12197. Keyword(s): Distributional Robustness, Optimal Transport. [bibtex-entry]


Conference articles
  1. 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]


Miscellaneous
  1. 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]


  2. 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]


  3. 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]


  4. 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: Mon Jun 3 11:06:44 2024
Author: Florian Dorfler.


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