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. 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]



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. 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]

1. S. Chodhary, G. De Pasquale, N. Lanzetti, A.A. Stoica, and F. Dörfler. Fairness in Social Influence Maximization via Optimal Transport. In NeurIPS, 2024. Note: To appear. Available at https://arxiv.org/abs/2406.17736. Keyword(s): Social Networks, Optimal Transport. [bibtex-entry]



2. N. Lanzetti, A. Terpin, M. Gadea, and F. Dörfler. Optimality of Linear Policies for Distributionally Robust Linear Quadratic Gaussian Regulator with Stationary Distributions. In , 2024. Note: Submitted. Available at https://arxiv.org/abs/2410.22826. Keyword(s): Optimal Transport, Linear Control Design. [bibtex-entry]



3. A. Terpin, N. Lanzetti, M. Gadea, and F. Dörfler. Learning Diffusion at Lightspeed. In NeurIPS, 2024. Note: To appear. Available at https://arxiv.org/abs/2406.12616. Keyword(s): Optimal Transport. [bibtex-entry]



4. L. Aolaritei, N. Lanzetti, and F. Dörfler. Capture, Propagate, and Control Distributional Uncertainty. In Proceedings of the 62nd IEEE Conference on Decision and Control, pages 3081-3086, December 2023. Keyword(s): Data-Driven Control, Linear Control Design, Optimal Transport. [bibtex-entry]



5. N. Lanzetti, E. Balta, D. Liao-McPherson, and F. Dörfler. Stochastic Wasserstein Gradient Flows using Streaming Data with an Application in Predictive Maintenance. In IFAC World Congress, volume 56, pages 3954-3959, December 2023. Keyword(s): Online Optimization, Data-Driven Control, Optimal Transport. [bibtex-entry]



6. N. Lanzetti, F. Dörfler, and N. Pagan. The Impact of Recommendation Systems on Opinion Dynamics: Microscopic versus Macroscopic Effects. In Proceedings of the 62nd IEEE Conference on Decision and Control, pages 4824-4829, December 2023. Keyword(s): Social Networks, Optimal Transport, Recommendation Systems. [bibtex-entry]



7. G. Zardini, N. Lanzetti, G. Belgioioso, C. Hartnik, S. Bolognani, F. Dörfler, and E. Frazzoli. Strategic Interactions in Multi-modal Mobility Systems: A Game-Theoretic Perspective. In IEEE 26th International Conference on Intelligent Transportation Systems, pages 5452-5459, 2023. Keyword(s): Game Theory, Transportation. [bibtex-entry]



8. N. Lanzetti, J. Hajar, and F. Dörfler. Modeling of Political Systems using Wasserstein Gradient Flows. In Proceedings of the 61st IEEE Conference on Decision and Control, pages 364-369, December 2022. Keyword(s): Social Networks, Optimal Transport. [bibtex-entry]



9. A. Terpin, N. Lanzetti, B. Yardim, F Dörfler, and G. Ramponi. Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions. In NeurIPS, 2022. Keyword(s): System Identification, Data-Driven Control, Optimal Transport. [bibtex-entry]



10. G. Zardini, N. Lanzetti, L. Guerrini, E. Frazzoli, and F. Dörfler. Game Theory to Study Interactions between Mobility Stakeholders. In IEEE International Intelligent Transportation Systems Conference (ITSC), pages 2054-2061, 2021. Keyword(s): Game Theory, Transportation. [bibtex-entry]

1. S. Chodhary, G. De Pasquale, N. Lanzetti, A.A. Stoica, and F. Dörfler. Fairness in Social Influence Maximization via Optimal Transport, 2024. Note: Available at https://arxiv.org/abs/2406.17736. Keyword(s): Social Networks, Optimal Transport. [bibtex-entry]



2. 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]



3. A. Terpin, N. Lanzetti, and F. Dörfler. Learning Diffusion at Lightspeed, 2024. Note: Available at https://arxiv.org/abs/2406.12616. Keyword(s): Optimal Transport. [bibtex-entry]



4. L. Aolaritei, N. Lanzetti, and F. Dörfler. Capture, Propagate, and Control Distributional Uncertainty, March 2023. Note: Available at https://arxiv.org/abs/2304.02235. Keyword(s): Data-Driven Control, Linear Control Design, Optimal Transport. [bibtex-entry]



5. N. Lanzetti, E. Balta, D. Liao-McPherson, and F. Dörfler. Stochastic Wasserstein Gradient Flows using Streaming Data with an Application in Predictive Maintenance, January 2023. Note: Available at https://arxiv.org/abs/2301.12461. Keyword(s): Online Optimization, Data-Driven Control, Optimal Transport. [bibtex-entry]



6. N. Lanzetti, F. Dörfler, and N. Pagan. The Impact of Recommendation Systems on Opinion Dynamics: Microscopic versus Macroscopic Effects, September 2023. Note: Available at https://arxiv.org/abs/2309.08967. Keyword(s): Social Networks, Optimal Transport, Recommendation Systems. [bibtex-entry]



7. 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]



8. G. Zardini, N. Lanzetti, G. Belgioioso, C. Hartnik, S. Bolognani, F. Dörfler, and E. Frazzoli. Strategic Interactions in Multi-modal Mobility Systems: A Game-Theoretic Perspective, August 2023. Note: Available at https://arxiv.org/abs/2308.04820. Keyword(s): Game Theory, Transportation. [bibtex-entry]



9. J. Hajar, N. Lanzetti, and F. Dörfler. Modeling of Political Systems in the Wasserstein Space. Extended Abstract IFAC Workshop on Networked Systems, February 2022. Note: Submitted. Available at https://arxiv.org/abs/2202.02057. Keyword(s): Social Networks, Optimal Transport. [bibtex-entry]



10. 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]



11. N. Lanzetti, J. Hajar, and F. Dörfler. Modeling of Political Systems using Wasserstein Gradient Flows, 2022. Keyword(s): Social Networks, Optimal Transport. [bibtex-entry]



12. A. Terpin, N. Lanzetti, and F Dörfler. From Car to Fleet: The Compositionality of Optimal Control, May 2022. Keyword(s): Distributed Control Algorithms, Robotic Coordination, Optimal Transport. [bibtex-entry]



13. A. Terpin, N. Lanzetti, B. Yardim, F Dörfler, and G. Ramponi. Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions, 2022. Keyword(s): System Identification, Data-Driven Control, Optimal Transport. [bibtex-entry]

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