Andrea Celli
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Assistant Professor Email: andrea.celli2 AT unibocconi DOT it |
About me
I am an assistant professor in the Decision Science Department at Bocconi University. Previously, I spent one year as a postdoctoral researcher with the Core Data Science team at Facebook Research (London). I obtained my Ph.D. in Computer Science from Politecnico di Milano, where I was advised by Professor Nicola Gatti. During my Ph.D. I was a Visiting Researcher at Carnegie Mellon University, where I had the opportunity to work with Professor Tuomas Sandholm at the Electronic Marketplaces Lab.
My research was awarded a best paper award at NeurIPS 2020 and the 2017 Lesmo prize for the best Italian MSc Thesis in Artificial Intelligence.
Research interests
My research revolves around problems at the intersection of computer science, optimization, and economics, with a focus on
equilibrium finding problems
sequential decision-making and decision-making under uncertainty
online learning in presence of strategic agents
information structure design problems
algorithms for internet advertising markets
News
July 2021: Invited talk at the explAIn workshop.
July 2021: Our work was featured at Highlights Beyond EC at EC 2021.
May 2021: 2 papers accepted at ICML 2021.
May 2021: I presented our work on pacing mechanisms at the Sixth Marketplace Innovation Workshop (MIW).