Research Publications Kernel shape renormalization explains output-output correlations in finite Bayesian one-hidden-layer networks Authors: Baglioni P.; Giambagli L.; Vezzani A.; Burioni R.; Rotondo P.; Pacelli R. Year: 2025 Local kernel renormalization as a mechanism for feature learning in overparametrized convolutional neural networks Authors: Aiudi R.; Pacelli R.; Baglioni P.; Vezzani A.; Burioni R.; Rotondo P. Year: 2025 Large fluctuations in NSPT computations: a lesson from O(N) non-linear sigma models Authors: Baglioni Paolo; Di Renzo Francesco Year: 2025 Taming NSPT fluctuations in O(N) Non-Linear Sigma Model: simulations in the large N regime Authors: Baglioni P.; Di Renzo F. Year: 2024 Predictive Power of a Bayesian Effective Action for Fully Connected One Hidden Layer Neural Networks in the Proportional Limit Authors: Baglioni P.; Pacelli R.; Aiudi R.; Di Renzo F.; Vezzani A.; Burioni R.; Rotondo P. Year: 2024 Full list of publications
