1 code implementation • 23 Jun 2022 • Lily H. Zhang, Veronica Tozzo, John M. Higgins, Rajesh Ranganath
However, we show that existing permutation invariant architectures, Deep Sets and Set Transformer, can suffer from vanishing or exploding gradients when they are deep.
no code implementations • 2 Feb 2021 • Federico Ciech, Veronica Tozzo
Our model is a generalization of state-of-the-art methods for the inference of temporal graphical models, its formulation leverages on both aspects of these models providing better results than current methods.
no code implementations • 21 Nov 2018 • Veronica Tozzo, Federico Tomasi, Margherita Squillario, Annalisa Barla
In this context, high-level layers may considered as groups of variables interacting in lower-level layers.
1 code implementation • 12 Feb 2018 • Federico Tomasi, Veronica Tozzo, Saverio Salzo, Alessandro Verri
The estimation of the contribution of the latent factors is embedded in the model which produces both sparse and low-rank components for each time point.