Lucia Celli
I am a PhD student in Mathematics at the University of Luxembourg, where I work under the supervision of Professor Giovanni Peccati on the mathematical aspects of neural networks.
Previously, I obtained a Master’s degree in Mathematics from the University of Rome Tor Vergata, where I worked on my thesis under the supervision of Professor Domenico Marinucci. I completed my Bachelor’s degree in Mathematics at the University of Perugia.
Research Interests
- Theoretical aspects of neural networks
- Neural network approximation at initialization
- Bayesian neural networks
- Convergence analysis and approximation theory
- Edgeworth expansions and asymptotic analysis
- Wide neural networks and kernel methods
- Stein’s Method
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