Andrea Celli

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Assistant Professor
Department of Computing Sciences
Bocconi University

Email: andrea.celli2 AT unibocconi DOT it

About me

I am an Assistant Professor in the Computing Sciences Department at Bocconi University, and a Research Affiliate at the Bocconi Institute for Data Science and Analytics. 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. I am a member of the ELLIS Society.

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

  • information structure design problems

  • algorithms for internet advertising markets

News

  • May 2022: 2 papers accepted at EC and 1 paper accepted at ICML

  • October 2021: I am now a member of the ELLIS society.

  • July 2021: Invited talk at the explAIn workshop.

  • July 2021: Our work was featured at Highlights Beyond EC at EC 2021