Veronica Tozzo

According to our database, Veronica Tozzo authored at least 15 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Where Do We Stand in Regularization for Life Science Studies?

Veronica Tozzo, Chloé-Agathe Azencott, Samuele Fiorini, Emanuele Fava, Andrea Trucco, Annalisa Barla

J. Comput. Biol., 2022

Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets.

Lily H. Zhang, Veronica Tozzo, John M. Higgins, Rajesh Ranganath

Proceedings of the International Conference on Machine Learning, 2022

2021

Time Adaptive Gaussian Model.

Federico Ciech, Veronica Tozzo

CoRR, 2021

Statistical Models Coupling Allows for Complex Local Multivariate Time Series Analysis.

Veronica Tozzo, Federico Ciech, Davide Garbarino, Alessandro Verri

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Generalised temporal network inference.

Veronica Tozzo

PhD thesis, 2020

A Robust Method for Statistical Testing of Empirical Power-Law Distributions.

Davide Garbarino, Veronica Tozzo, Andrea Vian, Annalisa Barla

Proceedings of the Algorithms and Models for the Web Graph - 17th International Workshop, 2020

Missing Values in Multiple Joint Inference of Gaussian Graphical Models.

Veronica Tozzo, Davide Garbarino, Annalisa Barla

Proceedings of the International Conference on Probabilistic Graphical Models, 2020

Temporal Pattern Detection in Time-Varying Graphical Models.

Federico Tomasi, Veronica Tozzo, Annalisa Barla

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Multi-parameters Model Selection for Network Inference.

Veronica Tozzo, Annalisa Barla

Proceedings of the Complex Networks and Their Applications VIII, 2019

2018

Group induced graphical lasso allows for discovery of molecular pathways-pathways interactions.

Veronica Tozzo, Federico Tomasi, Margherita Squillario, Annalisa Barla

CoRR, 2018

Forward-Backward Splitting for Time-Varying Graphical Models.

Federico Tomasi, Veronica Tozzo, Alessandro Verri, Saverio Salzo

Proceedings of the International Conference on Probabilistic Graphical Models, 2018

Multi-task multiple kernel learning reveals relevant frequency bands for critical areas localization in focal epilepsy.

Vanessa D'Amario, Federico Tomasi, Veronica Tozzo, Gabriele Arnulfo, Annalisa Barla, Lino Nobili

Proceedings of the Machine Learning for Healthcare Conference, 2018

Latent Variable Time-varying Network Inference.

Federico Tomasi, Veronica Tozzo, Saverio Salzo, Alessandro Verri

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017

Hey there's DALILA: a DictionAry LearnIng LibrAry.

Veronica Tozzo, Vanessa D'Amario, Annalisa Barla

Proceedings of the 2017 Imperial College Computing Student Workshop, 2017

Cancer Mutational Signatures Identification with Sparse Dictionary Learning.

Veronica Tozzo, Annalisa Barla

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2017