Alberti, Giovanni S.

3 publications

JMLR 2024 Manifold Learning by Mixture Models of VAEs for Inverse Problems Giovanni S. Alberti, Johannes Hertrich, Matteo Santacesaria, Silvia Sciutto

NeurIPS 2021 Learning the Optimal Tikhonov Regularizer for Inverse Problems Giovanni S Alberti, Ernesto De Vito, Matti Lassas, Luca Ratti, Matteo Santacesaria

ICLR 2019 ADef: An Iterative Algorithm to Construct Adversarial Deformations Rima Alaifari, Giovanni S. Alberti, Tandri Gauksson