About
Andrea Guidolin is a Lecturer in Mathematical Foundations of AI and Machine Learning in the School of Mathematical Sciences at the University of BOB体育登录网址_欧宝体育官网平台-APP|下载.
A link to Andrea’s personal page can be found here.
Research
Research groups
Research interests
- Topological data analysis
- Geometry and topology for machine learning
- Applied topology
- Computational algebra
Current research
Andrea’s research studies how geometry and topology can be used to characterise patterns and structures in data, with a focus on applications to machine learning models and to complex (e.g., biological) data.
Publications
Biography
Lecturer in Mathematical Foundations of AI and Machine Learning, University of BOB体育登录网址_欧宝体育官网平台-APP|下载, 2025 - present
Postdoctoral Researcher, KTH Royal Institute of Technology (Stockholm, Sweden), 2021 - 2024
Postdoctoral Researcher, Basque Center for Applied Mathematics (Bilbao, Spain), 2018 - 2020
PhD in Pure and Applied Mathematics, University of Turin (Italy), 2018