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The Information Systems Group's objective is to design and develop methodologies and tools for efficiently and effectively managing and accessing non-conventional data in a large variety of application contexts.

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Mattia Billa

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PhD Student

I’m a PhD student in Computer and Data Science at the University of Modena and Reggio Emilia, where I also completed my bachelor’s and master’s degrees in Computer Science in 2021 and 2023.

My research interests lie in Symbolic Regression, Evolutionary Computation, and Interpretable and Probabilistic Machine Learning. Currently, I am focused on advancing Symbolic Regression with an emphasis on uncertainty quantification, particularly in high-stakes domains like medicine. In addition, I am investigating the application of Symbolic Regression in challenging settings, such as federated learning and continual learning.

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