Archivio Istituzionale della RicercaFRACASTORO, GIULIA
FRACASTORO, GIULIA
Dipartimento di Elettronica e Telecomunicazioni
034125
Identification of piecewise constant parameters in nonlinear models
2025 Calafiore, Giuseppe Carlo; Fracastoro, Giulia; Zino, Lorenzo
Deep 3D World Models for Multi-Image Super-Resolution Beyond Optical Flow
2024 Aira, Luca Savant; Valsesia, Diego; Molini, Andrea Bordone; Fracastoro, Giulia; Magli, Enrico; Mirabile, Andrea
Optimal Clearing Payments in a Financial Contagion Model
2024 Calafiore, Giuseppe C.; Fracastoro, Giulia; Proskurnikov, Anton V.
Playing the Lottery With Concave Regularizers for Sparse Trainable Neural Networks
2024 Fracastoro, Giulia; Fosson, Sophie M.; Migliorati, Andrea; Calafiore, Giuseppe C.
Clearing payments in dynamic financial networks
2023 Calafiore, Giuseppe C.; Fracastoro, Giulia; Proskurnikov, Anton V.
Multiclass Sparse Centroids With Application to Fast Time Series Classification
2023 Bradde, T.; Fracastoro, G.; Calafiore, G. C.
RAN-GNNs: Breaking the Capacity Limits of Graph Neural Networks
2023 Valsesia, D.; Fracastoro, G.; Magli, E.
Age structure in SIRD models for the COVID-19 pandemic—A case study on Italy data and effects on mortality
2022 Calafiore, GIUSEPPE CARLO; Fracastoro, Giulia
Control of Dynamic Financial Networks
2022 Calafiore, Giuseppe C.; Fracastoro, Giulia; Proskurnikov, Anton V.
COVID-19 Case Data for Italy Stratified by Age Class
2022 Calafiore, GIUSEPPE CARLO; Fracastoro, Giulia
Semi-Supervised Learning for Joint SAR and Multispectral Land Cover Classification
2022 Montanaro, Antonio; Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico
Sparse ℓ₁- and ℓ₂-Center Classifiers
2022 Calafiore, G. C.; Fracastoro, G.
Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks
2022 Molini, A. B.; Valsesia, D.; Fracastoro, G.; Magli, E.
Deep Learning Methods for Synthetic Aperture Radar Image Despeckling: An Overview of Trends and Perspectives
2021 Fracastoro, G.; Magli, E.; Poggi, G.; Scarpa, G.; Valsesia, D.; Verdoliva, L.
Learning Localized Representations of Point Clouds with Graph-Convolutional Generative Adversarial Networks
2021 Valsesia, D.; Fracastoro, G.; Magli, E.
Learning Robust Graph-Convolutional Representations for Point Cloud Denoising
2021 Pistilli, F.; Fracastoro, G.; Valsesia, D.; Magli, E.
Deep Graph-Convolutional Image Denoising
2020 Valsesia, D.; Fracastoro, G.; Magli, E.
DeepSUM: Deep Neural Network for Super-Resolution of Unregistered Multitemporal Images
2020 Bordone Molini, A.; Valsesia, D.; Fracastoro, G.; Magli, E.
Graph Transform Optimization with Application to Image Compression
2020 Fracastoro, Giulia; Thanou, Dorina; Frossard, Pascal
Sampling of graph signals via randomized local aggregations
2019 Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Identification of piecewise constant parameters in nonlinear models / Calafiore, Giuseppe Carlo; Fracastoro, Giulia; Zino, Lorenzo. - In: EUROPEAN JOURNAL OF CONTROL. - ISSN 0947-3580. - 81:(2025), pp. 1-11. [10.1016/j.ejcon.2024.101151] | 1-gen-2025 | Calafiore, Giuseppe CarloFracastoro, GiuliaZino, Lorenzo | EJC___Identification_REV2 (2).pdf; EJC_2025.pdf |
| Deep 3D World Models for Multi-Image Super-Resolution Beyond Optical Flow / Aira, Luca Savant; Valsesia, Diego; Molini, Andrea Bordone; Fracastoro, Giulia; Magli, Enrico; Mirabile, Andrea. - In: IEEE ACCESS. - ISSN 2169-3536. - 12:(2024), pp. 188902-188913. [10.1109/access.2024.3514188] | 1-gen-2024 | Aira, Luca SavantValsesia, DiegoFracastoro, GiuliaMagli, Enrico + | Deep_3D_World_Models_for_Multi-Image_Super-Resolution_Beyond_Optical_Flow.pdf |
| Optimal Clearing Payments in a Financial Contagion Model / Calafiore, Giuseppe C.; Fracastoro, Giulia; Proskurnikov, Anton V.. - In: SIAM JOURNAL ON FINANCIAL MATHEMATICS. - ISSN 1945-497X. - ELETTRONICO. - 15:2(2024), pp. 473-502. [10.1137/22m150294x] | 1-gen-2024 | Calafiore, Giuseppe C.Fracastoro, GiuliaProskurnikov, Anton V. | 22m150294x.pdf; SIFIN_OptClearings.pdf |
| Playing the Lottery With Concave Regularizers for Sparse Trainable Neural Networks / Fracastoro, Giulia; Fosson, Sophie M.; Migliorati, Andrea; Calafiore, Giuseppe C.. - In: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. - ISSN 2162-237X. - (2024), pp. 1-11. [10.1109/tnnls.2024.3373609] | 1-gen-2024 | Fracastoro, GiuliaFosson, Sophie M.Migliorati, AndreaCalafiore, Giuseppe C. | paper finale.pdf |
| Clearing payments in dynamic financial networks / Calafiore, Giuseppe C.; Fracastoro, Giulia; Proskurnikov, Anton V.. - In: AUTOMATICA. - ISSN 0005-1098. - STAMPA. - 158:(2023). [10.1016/j.automatica.2023.111299] | 1-gen-2023 | Calafiore, Giuseppe C.Fracastoro, GiuliaProskurnikov, Anton V. | 1-s2.0-S0005109823004636-main.pdf |
| Multiclass Sparse Centroids With Application to Fast Time Series Classification / Bradde, T.; Fracastoro, G.; Calafiore, G. C.. - In: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. - ISSN 2162-237X. - STAMPA. - (2023). [10.1109/TNNLS.2021.3124300] | 1-gen-2023 | Bradde T.Fracastoro G.Calafiore G. C. | Multiclass_Sparse_Centroids_With_Application_to_Fast_Time_Series_Classification.pdf; Multiclass_Sparse_Centroids.pdf |
| RAN-GNNs: Breaking the Capacity Limits of Graph Neural Networks / Valsesia, D.; Fracastoro, G.; Magli, E.. - In: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. - ISSN 2162-237X. - STAMPA. - (2023). [10.1109/TNNLS.2021.3118450] | 1-gen-2023 | Valsesia D.Fracastoro G.Magli E. | RAN-GNNs_Breaking_the_Capacity_Limits_of_Graph_Neural_Networks.pdf; RandomNN.pdf |
| Age structure in SIRD models for the COVID-19 pandemic—A case study on Italy data and effects on mortality / Calafiore, GIUSEPPE CARLO; Fracastoro, Giulia. - In: PLOS ONE. - ISSN 1932-6203. - ELETTRONICO. - 17:2(2022), p. e0264324. [10.1371/journal.pone.0264324] | 1-gen-2022 | Giuseppe Carlo CalafioreGiulia Fracastoro | journal.pone.0264324.pdf |
| Control of Dynamic Financial Networks / Calafiore, Giuseppe C.; Fracastoro, Giulia; Proskurnikov, Anton V.. - In: IEEE CONTROL SYSTEMS LETTERS. - ISSN 2475-1456. - 6:(2022), pp. 3206-3211. [10.1109/LCSYS.2022.3182847] | 1-gen-2022 | Calafiore, Giuseppe C.Fracastoro, GiuliaProskurnikov, Anton V. | DynamicClearingNetworks_CDC_resub.pdf; Control_of_Dynamic_Financial_Networks.pdf |
| COVID-19 Case Data for Italy Stratified by Age Class / Calafiore, GIUSEPPE CARLO; Fracastoro, Giulia. - In: OPEN HEALTH DATA. - ISSN 2054-7102. - ELETTRONICO. - 9:(2022). [10.5334/ohd.34] | 1-gen-2022 | Giuseppe CalafioreGiulia Fracastoro | 34-1-246-1-10-20220426.pdf |
| Semi-Supervised Learning for Joint SAR and Multispectral Land Cover Classification / Montanaro, Antonio; Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico. - In: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. - ISSN 1545-598X. - STAMPA. - 19:(2022), pp. 1-5. [10.1109/lgrs.2022.3195259] | 1-gen-2022 | Antonio MontanaroDiego ValsesiaGiulia FracastoroEnrico Magli | Semi-Supervised_Learning_for_Joint_SAR_and_Multispectral_Land_Cover_Classification.pdf; Self_supervised_multispectral_segmentation.pdf |
| Sparse ℓ₁- and ℓ₂-Center Classifiers / Calafiore, G. C.; Fracastoro, G.. - In: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. - ISSN 2162-237X. - STAMPA. - 33:3(2022), pp. 996-1009. [10.1109/TNNLS.2020.3036838] | 1-gen-2022 | Calafiore G. C.Fracastoro G. | FINAL_VERSION.pdf; Sparse_1-_and_2-Center_Classifiers.pdf |
| Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks / Molini, A. B.; Valsesia, D.; Fracastoro, G.; Magli, E.. - In: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. - ISSN 0196-2892. - STAMPA. - 60:(2022), pp. 1-17. [10.1109/TGRS.2021.3065461] | 1-gen-2022 | Valsesia D.Fracastoro G.Magli E. + | SAR_Despeckling(1).pdf; Valsesia-Speckle2Void.pdf |
| Deep Learning Methods for Synthetic Aperture Radar Image Despeckling: An Overview of Trends and Perspectives / Fracastoro, G.; Magli, E.; Poggi, G.; Scarpa, G.; Valsesia, D.; Verdoliva, L.. - In: IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE. - ISSN 2168-6831. - ELETTRONICO. - 9:2(2021), pp. 29-51. [10.1109/MGRS.2021.3070956] | 1-gen-2021 | Fracastoro G.Magli E.Valsesia D. + | Deep_Learning_Methods_For_Synthetic_Aperture_Radar_Image_Despeckling_An_Overview_Of_Trends_And_Perspectives.pdf; main.pdf |
| Learning Localized Representations of Point Clouds with Graph-Convolutional Generative Adversarial Networks / Valsesia, D.; Fracastoro, G.; Magli, E.. - In: IEEE TRANSACTIONS ON MULTIMEDIA. - ISSN 1520-9210. - 23:(2021), pp. 402-414. [10.1109/TMM.2020.2976627] | 1-gen-2021 | Valsesia D.Fracastoro G.Magli E. | PointCloud_GAN.pdf; 09016091.pdf |
| Learning Robust Graph-Convolutional Representations for Point Cloud Denoising / Pistilli, F.; Fracastoro, G.; Valsesia, D.; Magli, E.. - In: IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING. - ISSN 1932-4553. - 15:2(2021), pp. 402-414. [10.1109/JSTSP.2020.3047471] | 1-gen-2021 | Pistilli F.Fracastoro G.Valsesia D.Magli E. | main.pdf; 09309029.pdf |
| Deep Graph-Convolutional Image Denoising / Valsesia, D.; Fracastoro, G.; Magli, E.. - In: IEEE TRANSACTIONS ON IMAGE PROCESSING. - ISSN 1057-7149. - 29:(2020), pp. 8226-8237. [10.1109/TIP.2020.3013166] | 1-gen-2020 | Valsesia D.Fracastoro G.Magli E. | GraphCNN_denoising(1).pdf; Valsesia-DeepGraph.pdf |
| DeepSUM: Deep Neural Network for Super-Resolution of Unregistered Multitemporal Images / Bordone Molini, A.; Valsesia, D.; Fracastoro, G.; Magli, E.. - In: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. - ISSN 0196-2892. - 58:5(2020), pp. 3644-3656. [10.1109/TGRS.2019.2959248] | 1-gen-2020 | Bordone Molini A.Valsesia D.Fracastoro G.Magli E. | main_R1.pdf; Valsesia-DeepSUM.pdf |
| Graph Transform Optimization with Application to Image Compression / Fracastoro, Giulia; Thanou, Dorina; Frossard, Pascal. - In: IEEE TRANSACTIONS ON IMAGE PROCESSING. - ISSN 1057-7149. - 29:(2020), pp. 419-432. [10.1109/TIP.2019.2932853] | 1-gen-2020 | Fracastoro, Giulia + | final_tip_r4.pdf; 08792389.pdf |
| Sampling of graph signals via randomized local aggregations / Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico. - In: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS. - ISSN 2373-776X. - 5:2(2019), pp. 348-359. [10.1109/TSIPN.2018.2869354] | 1-gen-2019 | Valsesia, DiegoFracastoro, GiuliaMagli, Enrico | main.pdf; Valsesia-Sampling.pdf |