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Research

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Most recent publications

Title Year Author Venue
Iterative regularization in classification via hinge loss diagonal descent 2023 V Apidopoulos T Poggio L Rosasco S Villa ArXiv Preprint
GCK-Maps: A Scene Unbiased Representation for Efficient Human Action Recognition 2023 E Nicora VP Pastore N Noceti International Conference on Image Analysis and Processing - ICIAP 2023
Food Image Classification: The Benefit of In-Domain Transfer Learning 2023 L Touijer VP Pastore F Odone International Conference on Image Analysis and Processing - ICIAP 2023
An Unsupervised Learning Approach to Resolve Phenotype to Genotype Mapping in Budding Yeasts Vacuoles 2023 VP Pastore PD Alfano A Oke S Capponi D Eltanan X Woodruff-Madeira A Nguyen J Carol Fung S Bianco International Conference on Image Analysis and Processing - ICIAP 2023
Heteroscedastic Gaussian Processes and Random Features: Scalable Motion Primitives with Guarantees 2023 E Caldarelli A Chatalic A Colomé L Rosasco C Torras 7th Conference on Robot Learning (CoRL 2023), Atlanta, USA
Deepening the role of excitation/inhibition balance in human iPSCs-derived neuronal networks coupled to MEAs during long-term development 2023 G Parodi M Brofiga VP Pastore M Chiappalone S Martinoia Journal of Neural Engineering 20 (2023)
The effect of data augmentation and 3D-CNN depth on Alzheimer's Disease detection 2023 R Turrisi A Verri A Barla ArXiv Preprint
Geometric Deep Learning Strategies for the Characterization of Academic Collaboration Networks 2023 D Pretolesi D Garbarino D Giampaoli A Vian A Barla IEEE Transactions on Emerging Topics in Computing
Horocyclic harmonic Bergman spaces on homogeneous trees 2023 F De Mari M Monti E Rizzo ArXiv Preprint
Harmonic Bergman projectors on homogeneous trees 2023 F De Mari M Monti M Vallarino Potential Analysis