On permutation symmetries in Bayesian neural network posteriors: a variational perspective

S Rossi, A Singh, T Hannagan - Advances in Neural …, 2023 - proceedings.neurips.cc
The elusive nature of gradient-based optimization in neural networks is tied to their loss
landscape geometry, which is poorly understood. However recent work has brought solid …

Improving Scalability and Inference in Probabilistic Deep Models

S Rossi - 2022 - theses.hal.science
Throughout the last decade, deep learning has reached a sufficient level of maturity to
become the preferred choice to solve machine learning-related problems or to aid decision …

[PDF][PDF] Extended Curriculum Vitae

P Michiardi - michiard.eurecom.io
Extended Curriculum Vitae Page 1 Extended Curriculum Vitae Prof. Pietro Michiardi, Ph.D.
Appointments 2019 – now Full Professor, EURECOM, France 2016 – now Director of the Data …