Publications

2019
Gianluca Brero, Benjamin Lubin, and Sven Seuken. 2019. “Machine Learning-powered Iterative Combinatorial Auctions”.
Gianluca Brero, Sébastien Lahaie, and Sven Seuken. 2019. “Fast Iterative Combinatorial Auctions via Bayesian Learning.” In Proceedings of the 33rd AAAI Conference on Artificial Intelligence.
2018
Gianluca Brero and Sébastien Lahaie. 2018. “A Bayesian Clearing Mechanism for Combinatorial Auctions.” In Proceedings of the 32nd AAAI Conference of Artificial Intelligence, Pp. 941-948.
Gianluca Brero, Benjamin Lubin, and Sven Seuken. 2018. “Combinatorial Auctions via Machine Learning-based Preference Elicitation.” In Proceedings of the 27th International Joint Conference on Artificial Intelligence, Pp. 128–136.
2017
Gianluca Brero, Benjamin Lubin, and Sven Seuken. 2017. “Probably Approximately Efficient Combinatorial Auctions via Machine Learning.” In Proceedings of the 31st AAAI Conference of Artificial Intelligence, Pp. 397–405.
2014
Gianluca Brero, Giacomo Como, and Fabio Fagnani. 2014. “Dynamics in Network Games with Local Coordination and Global Congestion Effects.” In 53rd IEEE Conference on Decision and Control, Pp. 2100–2105. IEEE.