Scholar
Stefano SARAO MANNELLI
Google Scholar ID: Kq272_MAAAAJ
Assistant Professor, DSAI CSE, Chalmers University of Technology and Gothenburg University
Citations & Impact
Citations
569
H-index
13
i10-index
13
Publications
20
Co-authors
37
list available
Contact
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Organized multiple workshops and conferences such as the EurIPS workshop 'Unifying Perspectives on Learning Biases' and the third edition of Analytical Connectionism; Published several papers, including 'Curriculum learning in humans and neural networks'.
Research Experience
- Assistant Professor at Chalmers and Gothenburg University; Visiting Lecturer at the University of the Witwatersrand.
Background
- Research interests include a fundamental understanding of learning in artificial and biological systems, with a focus on the origins of bias, generalisation, and optimisation dynamics in machine learning. Combines tools from statistical physics, neuroscience, and deep learning theory.
Miscellany
- Leads a research group composed of Flavio Nicoletti (Postdoc), Loek van Rossem (PhD Student), and Chenxiao Ma (PhD Student).
