Emmanuel Esposito
Postdoc at FairPlay, CREST, ENSAE
Email: emmanuel [at] emmanuelesposito [dot] it
I am Postdoctoral Researcher in the FairPlay team at CREST, ENSAE, hosted by Vianney Perchet. Previously, was a Postdoctoral Researcher in the LAILA lab at the University of Milan. I obtained my PhD in Computer Science at the University of Milan and the Italian Institute of Technology, where I was fortunate to be supervised by Nicolò Cesa-Bianchi and Massimiliano Pontil.
My research interests broadly lie in Online Learning and Machine Learning Theory. One of the key focuses of my research is to understand the interplay between feedback models and the hardness of sequential decision-making problems. I am also generally interested in their intersection with other areas of machine learning, such as Reinforcement Learning, Game Theory, and Optimization.
news
| Sep 22, 2023 | Our paper “On the Minimax Regret for Online Learning with Feedback Graphs” (arXiv) has been accepted as a Spotlight at NeurIPS 2023. See you in New Orleans! |
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| Sep 12, 2023 | Our ICML 2023 paper has been accepted at EWRL 2023. See you in Brussels! |
| Sep 08, 2023 | I’ll be visiting the University of Amsterdam. |
selected publications
- Strongly Adaptive Online Learning with Time-Varying Movement CostsAdvances in Neural Information Processing Systems (NeurIPS), 2026
- Generalized Adaptive Boosting and the Geometry of MistakesAdvances in Neural Information Processing Systems (NeurIPS), 2026