Journals and Machine Learning Conferences
[J11] S. Chandrasekaran, G. De Pasquale, G. Belgioioso, F. Dorfler, "Network-aware Recommender Systems via Online Feedback Optimization", IEEE TAC 2025
[J10] N. Taddei, R. Maggioni, J. Eising, G. De Pasquale, F. Dorfler "Distributed Time-Varying Gaussian Regression via Kalman Filtering", European Journal of Control 2025
[CS9] M. Kuehne, P. G. Grontas, G. De Pasquale, G. Belgioioso, F. Dorfler, J. Lygeros, "Optmizing Social Networks Interventions via Hypergradient Based Recommender System Design", ICML, 2025
[J8] R. Delabays, G. De Pasquale, F. Dorfler, Y. Zhang, "Hypergraph Reconstruction from Dynamics", Nature Communications, 2025
[CS7] S. Chowdhary, G. De Pasquale, N. Lanzetti, A. Stoica, F. Dorfler, "Fairness in Social Infleunce Maximization via Optimal Transport", NeurIPS, 2024
[CS6] J. Li, M. Zagorowska, G. De Pasquale, A. Rupenyan, J. Lygeros, "Safe Time-Varying Optimization based on Gaussian Processes with Spatio-Temporal Kernel", NeurIPS, 2024
[J5] B. Sprenger, G. De Pasquale, R. Soloperto, J. Lygeros, F. Dorfler, "Control strategies for recommendation systems in social networks", L-CSS, 2024
[J4] G. De Pasquale, K. D. Smith, F. Bullo, M. E. Valcher, " Dual Seminorms, Ergodic Coefficients and Semicontraction Theory" ,IEEE TAC, 2023
[J3] G. De Pasquale, M. E. Valcher, "On the herdability of linear time-invariant systems with special topological structures " Automatica, 2023
[J2] G. De Pasquale, M. E. Valcher, "A Bandwagon bias based model for opinion dynamics: intertwining between homophily and influence mechanisms" Europenan Journal of Control, 2022
[J1] G. De Pasquale, M. E. Valcher, "Consensus for clusters of agents with cooperative and antagonistic relatioships", Automatica 2022
Conferences
[C10] L. Schüepp, G. De Pasquale, F. Dörfler, C. Amo Alonso, "System Level Synthesis for Affine Control Policies: Model Based and Data-Driven Settings", CDC 2025
[C9] N. Pagan, J. Baumann, E. Elokda, G. De Pasquale, S. Bolognani, A. Hannàk "Closing the Loop: Feedback Loops and Biases in Automated Decision-Making" ACM Conference on Equity and Access in Algorithms, Mechanisms and Optimization, Boston, USA, 2023
[C8] G. De Pasquale, M. E. Valcher, "Multi-dimensional extensions of the Hegselmann-Krause model" accepted for presentation at the 61st IEEE Conference on Decision and Control (CDC), Cancun, Mexico, 2022
[C7] G. De Pasquale, M. E. Valcher, "A Bandwagon bias based model for opinion dynamics: intertwining between homophily and influence mechanisms" accepted for presentation at the ECC 2022 Conference, London, UK, 2022 and selected for submission at the European Journal of Control
[C6] G. De Pasquale, M. E. Valcher, "Modeling the cooperative process of learning a task", accepted for presentation at the ECC 2022 Conference, London, UK, 2022
[C5] G. De Pasquale, M. E. Valcher, "Algebraic and graph-theoretic conditions for the herdability of linear time invariant systems", accepted for presentation at the 60th IEEE Conference on Decision and Control (CDC 2021), Austin, Texas, USA
[C4] G. De Pasquale, M. E. Valcher, "A binary homophily model for opinion dynamics", Proceedings of ECC 2021 Conference, Rotterdam, The Netherlands, 2021
[C3] G. De Pasquale, M. E. Valcher, "Tripartite and sign consensus for clustered multiagent systems", pages 3056-3061, Proceedings of ACC 2021 conference, New Orleans, LA, USA, 2021
[C2] G. De Pasquale, Y.R. Stürz, M.E. Valcher, R.S. Smith, "Extended full block S-procedure for distributed control of interconnected systems", pages 5628-5633, Proceedings of the 59th IEEE Conference on Decision and Control (CDC 2020),Jeju Island, Korea, 2020
[C1] G. De Pasquale, M. E. Valcher, "Consensus problem on clustered networks", pages 3675-3680, Proceedings of the 59th IEEE Conference on Decision and Control (CDC 2020), Jeju Island, Korea, 2020
Extended Abstracts
[A3] S. Chandrasekaran, G. De Pasquale, G. Belgioioso, F. Dorfler, "Recommender System Design via Online Feedback Optimization", ICML 2024 Workshop: Foundations of Reinforcement Learning and Control--Connections and Perspectives
[A2] N. Pagan, J. Baumann, E. Elokda, G. De Pasquale, S. Bolognani, A. Hannàk "Closing the Loop: Feedback Loops and Biases in Automated Decision-Making" accepted for presentation at the 7th International Conference for Computational Social Science, Copenhagen, Denmark, 2023
[A1] Y. Chen, G. De Pasquale, F. Bullo, R. Weber, "The communication and constitution of moral opinion: Evidence from media use and abortion attitudes over 50 years”, 5th annual meeting on Moral Media 2022, UC Davis