Georgios Arvanitidis, Technical University of Denmark (DTU), website
Geometric approximate inference for Bayesian neural networks
Davide Badalotti, Bocconi University, website
Representation Manifolds in Recurrent Neural Dynamic
Lorenzo Baldassari, University of Basel, website
Annealed Langevin Dynamics for Multimodal Sampling in Infinite Dimensions
Davide Evangelista, University of Bologna, website
Solving Inverse Problems with Diffusion-Based Posterior Sampling Algorithms
Simone Gallivanone, Università di Pavia, website
Attacking and Defending Models: A Mathematical Overview
Fedor Goncharov, University of Genoa, website
Functional Autoencoders with Sobolev spaces embeddings
Johannes Hertrich, Paris Dauphine, website
On the Relation between Rectified Flows and Optimal Transport.
Raffaele Marchesi, Fondazione Bruno Kessler
Coherent cross-modal generation of biomedical data.
Elisabetta Rocchetti, Università degli studi di Milano, website
Geometric Approaches to Interpretability
Nicola Toschi, Università degli studi di Roma Tor Vergata, website
TBA
Enrico Ventura, SISSA, website
From Generalization to Memorization: Results & Open Questions in Generative Diffusion.
Paolo Zunino, Politecnico di Milano, website
Neural networks for dimensionality reduction of numerical approximation for PDEs