Secondary somatic mutations in G-protein-related pathways and mutation signatures in uveal melanoma F Piaggio, V Tozzo, C Bernardi, M Croce, R Puzone, S Viaggi, S Patrone, ... Cancers 11 (11), 1688, 2019 | 29 | 2019 |
Latent variable time-varying network inference F Tomasi, V Tozzo, S Salzo, A Verri Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 26 | 2018 |
A telescope GWAS analysis strategy, based on SNPs-genes-pathways ensamble and on multivariate algorithms, to characterize late onset Alzheimer’s disease M Squillario, G Abate, F Tomasi, V Tozzo, A Barla, D Uberti Scientific reports 10 (1), 12063, 2020 | 15 | 2020 |
Temporal pattern detection in time-varying graphical models F Tomasi, V Tozzo, A Barla 2020 25th International Conference on Pattern Recognition (ICPR), 4481-4488, 2021 | 10 | 2021 |
Statistical models coupling allows for complex local multivariate time series analysis V Tozzo, F Ciech, D Garbarino, A Verri Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 9 | 2021 |
The Effects of Daily Prednisone and Tocilizumab on Hemoglobin A1c During the Treatment of Giant Cell Arteritis NJ Patel, V Tozzo, JM Higgins, JH Stone Arthritis & Rheumatology 75 (4), 586-594, 2023 | 7 | 2023 |
Set norm and equivariant skip connections: Putting the deep in deep sets L Zhang, V Tozzo, J Higgins, R Ranganath International Conference on Machine Learning, 26559-26574, 2022 | 6 | 2022 |
Forward-backward splitting for time-varying graphical models F Tomasi, V Tozzo, A Verri, S Salzo International Conference on Probabilistic Graphical Models, 475-486, 2018 | 5 | 2018 |
Estimating Glycemia From HbA1c and CGM: Analysis of Accuracy and Sources of Discrepancy V Tozzo, M Genco, SO Omololu, C Mow, HR Patel, CH Patel, SN Ho, ... Diabetes Care 47 (3), 460-466, 2024 | 4 | 2024 |
Where do we stand in regularization for life science studies? V Tozzo, C Azencott, S Fiorini, E Fava, A Trucco, A Barla Journal of Computational Biology 29 (3), 213-232, 2022 | 3 | 2022 |
Hey there's DALILA: a DictionAry LearnIng LibrAry V Tozzo, V D'Amario, A Barla OASIcs-OpenAccess Series in Informatics 60, 2018 | 3 | 2018 |
Multi-parameters model selection for network inference V Tozzo, A Barla Complex Networks and Their Applications VIII: Volume 1 Proceedings of the …, 2020 | 2 | 2020 |
Group induced graphical lasso allows for discovery of molecular pathways-pathways interactions V Tozzo, F Tomasi, M Squillario, A Barla arXiv preprint arXiv:1811.09673, 2018 | 2 | 2018 |
Time Adaptive Gaussian Model F Ciech, V Tozzo arXiv preprint arXiv:2102.01238, 2021 | 1 | 2021 |
Missing Values in Multiple Joint Inference of Gaussian Graphical Models V Tozzo, D Garbarino, A Barla International Conference on Probabilistic Graphical Models, 497-508, 2020 | 1 | 2020 |
Cancer Mutational Signatures Identification with Sparse Dictionary Learning V Tozzo, A Barla Computational Intelligence Methods for Bioinformatics and Biostatistics …, 2019 | 1 | 2019 |
Multi-task multiple kernel learning reveals relevant frequency bands for critical areas localization in focal epilepsy V D’Amario, F Tomasi, V Tozzo, G Arnulfo, A Barla, L Nobili Machine Learning for Healthcare Conference, 348-382, 2018 | 1 | 2018 |
A 3-fold kernel approach for characterizing Late Onset Alzheimer’s Disease M Squillario, F Tomasi, V Tozzo, A Barla, D Uberti, ... bioRxiv, 397760, 2018 | 1 | 2018 |
Hematologic setpoints are a stable and patient-specific deep phenotype BH Foy, R Petherbridge, M Roth, C Mow, HR Patel, CH Patel, SN Ho, ... medRxiv, 2023 | | 2023 |
Generalised temporal network inference V Tozzo Università degli studi di Genova, 2020 | | 2020 |