Fundamental limits of shallow neural networks with small training sets
Fundamental limits of shallow neural networks with small training sets
ICTP, July 2023, Workshop on Learning and Inference from Structured Data: Universality, Correlations and Beyond .
Click here for video.
Matrix Factorization with Neural Networks of Associative Memory
Matrix Factorization with Neural Networks of Associative Memory
ICTP, May 2023, Youth in High-Dimensions: Recent Progress in Machine Learning, High-Dimensional Statistics and Inference.
Click here for video.
New perspectives in statistical mechanics and high-dimensional inference (ITA)
New perspectives in statistical mechanics and high-dimensional inference (ITA)
March 2024, Indam-UMI-SIMAI prize.
Click here for video (1h:07m).
Verso una termodinamica dell'apprendimento (ITA)
Verso una termodinamica dell'apprendimento (ITA)
Bologna Academy of Sciences, November 2023, TOP TEN nelle scienze matematiche, fisiche, chimiche e geologiche.
Click here for video (min 10:00).