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Author search results
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- Giovanni Alberti
University of Pisa, Department of Mathematics, Italy
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- Giovanni S. Alberti
University of Genova, Department of Mathematics, Italy
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Publication search results
found 60 matches
- 2024
- Giovanni S. Alberti, Johannes Hertrich, Matteo Santacesaria, Silvia Sciutto:
Manifold Learning by Mixture Models of VAEs for Inverse Problems. J. Mach. Learn. Res. 25: 202:1-202:35 (2024) - Giovanni Morone, Foivos Papaioannou, Alberto Alberti, Irene Ciancarelli, Mirjam Bonanno, Rocco Salvatore Calabrò:
Efficacy of Sensor-Based Training Using Exergaming or Virtual Reality in Patients with Chronic Low Back Pain: A Systematic Review. Sensors 24(19): 6269 (2024) - Giovanni S. Alberti, Romain Petit, Matteo Santacesaria:
Localization of Point Scatterers via Sparse Optimization on Measures. SIAM J. Imaging Sci. 17(3): 1619-1649 (2024) - Giovanni S. Alberti, Luca Ratti, Matteo Santacesaria, Silvia Sciutto:
Learning a Gaussian Mixture for Sparsity Regularization in Inverse Problems. CoRR abs/2401.16612 (2024) - Giovanni S. Alberti, Romain Petit, Matteo Santacesaria:
Localization of point scatterers via sparse optimization on measures. CoRR abs/2402.00737 (2024) - 2023
- Umberto Albertin, Giuseppe Pedone, Matilde Brossa, Giovanni Squillero, Marcello Chiaberge:
A Real-Time Novelty Recognition Framework Based on Machine Learning for Fault Detection. Algorithms 16(2): 61 (2023) - Rima Alaifari, Giovanni S. Alberti, Tandri Gauksson:
Short Communication: Localized Adversarial Artifacts for Compressed Sensing MRI. SIAM J. Imaging Sci. 16(4): 14- (2023) - Broderick Crawford, Felipe Cisternas-Caneo, Katherine Sepúlveda, Ricardo Soto, Álex Paz, Alvaro Peña, Claudio León de la Barra, Eduardo Rodriguez-Tello, Gino Astorga, Carlos Castro, Franklin Johnson, Giovanni Giachetti, Eduardo Peña Jaramillo, Pedro Alberti Villalobos:
Pendulum Motion Based Optimization Algorithm To Solve The Feature Selection Problem. CLEI 2023: 1-7 - Giovanni S. Alberti, Alessandro Felisi, Matteo Santacesaria, S. Ivan Trapasso:
Compressed sensing for inverse problems and the sample complexity of the sparse Radon transform. CoRR abs/2302.03577 (2023) - Giovanni S. Alberti, Johannes Hertrich, Matteo Santacesaria, Silvia Sciutto:
Manifold Learning by Mixture Models of VAEs for Inverse Problems. CoRR abs/2303.15244 (2023) - 2022
- Jorge Ejarque, Rosa M. Badia, Loïc Albertin, Giovanni Aloisio, Enrico Baglione, Yolanda Becerra, Stefan Boschert, Julian R. Berlin, Alessandro D'Anca, Donatello Elia, François Exertier, Sandro Fiore, José Flich, Arnau Folch, Steven J. Gibbons, Nikolay Koldunov, Francesc Lordan, Stefano Lorito, Finn Løvholt, Jorge Macías Sánchez, Fabrizio Marozzo, Alberto Michelini, Marisol Monterrubio Velasco, Marta Pienkowska, Josep de la Puente, Anna Queralt, Enrique S. Quintana-Ortí, Juan Esteban Rodriguez, Fabrizio Romano, Riccardo Rossi, Jedrzej Rybicki, Miroslaw Kupczyk, Jacopo Selva, Domenico Talia, Roberto Tonini, Paolo Trunfio, Manuela Volpe:
Enabling dynamic and intelligent workflows for HPC, data analytics, and AI convergence. Future Gener. Comput. Syst. 134: 414-429 (2022) - Francesco Colasanto, Luca Grilli, Domenico Santoro, Giovanni Villani:
AlBERTino for stock price prediction: a Gibbs sampling approach. Inf. Sci. 597: 341-357 (2022) - Jorge Ejarque, Rosa M. Badia, Loïc Albertin, Giovanni Aloisio, Enrico Baglione, Yolanda Becerra, Stefan Boschert, Julian R. Berlin, Alessandro D'Anca, Donatello Elia, François Exertier, Sandro Fiore, José Flich, Arnau Folch, Steven J. Gibbons, Nikolay Koldunov, Francesc Lordan, Stefano Lorito, Finn Løvholt, Jorge Macías Sánchez, Fabrizio Marozzo, Alberto Michelini, Marisol Monterrubio Velasco, Marta Pienkowska, Josep de la Puente, Anna Queralt, Enrique S. Quintana-Ortí, Juan Esteban Rodriguez, Fabrizio Romano, Riccardo Rossi, Jedrzej Rybicki, Miroslaw Kupczyk, Jacopo Selva, Domenico Talia, Roberto Tonini, Paolo Trunfio, Manuela Volpe:
Enabling Dynamic and Intelligent Workflows for HPC, Data Analytics, and AI Convergence. CoRR abs/2204.09287 (2022) - Giovanni S. Alberti, Matteo Santacesaria, Silvia Sciutto:
Continuous Generative Neural Networks. CoRR abs/2205.14627 (2022) - Rima Alaifari, Giovanni S. Alberti, Tandri Gauksson:
Localized adversarial artifacts for compressed sensing MRI. CoRR abs/2206.05289 (2022) - 2021
- Giovanni S. Alberti, Paolo Campodonico, Matteo Santacesaria:
Compressed Sensing Photoacoustic Tomography Reduces to Compressed Sensing for Undersampled Fourier Measurements. SIAM J. Imaging Sci. 14(3): 1039-1077 (2021) - Giovanni S. Alberti, Ernesto De Vito, Matti Lassas, Luca Ratti, Matteo Santacesaria:
Learning the optimal Tikhonov regularizer for inverse problems. NeurIPS 2021: 25205-25216 - Giovanni S. Alberti, Ernesto De Vito, Matti Lassas, Luca Ratti, Matteo Santacesaria:
Learning the optimal regularizer for inverse problems. CoRR abs/2106.06513 (2021) - 2020
- Giovanni S. Alberti, Paolo Campodonico, Matteo Santacesaria:
Compressed sensing photoacoustic tomography reduces to compressed sensing for undersampled Fourier measurements. CoRR abs/2010.08388 (2020) - 2019
- Giovanni Alberti, Giuseppe M. Buttazzo, Serena Guarino Lo Bianco, Édouard Oudet:
Optimal reinforcing networks for elastic membranes. Networks Heterog. Media 14(3): 589-615 (2019) - Stefano Perna, Giovanni Alberti, Paolo Berardino, Lorenzo Bruzzone, Dario Califano, Ilaria Catapano, Luca Ciofaniello, Elena Donini, Carmen Esposito, Claudia Facchinetti, Roberto Formaro, Gianluca Gennarelli, Christopher Gerekos, Riccardo Lanari, Francesco Longo, Giovanni Ludeno, Mauro Mariotti d'Alessandro, Antonio Natale, Carlo Noviello, Gianfranco Palmese, Claudio Papa, Giulia Pica, Fabio Rocca, Giuseppe Salzillo, Francesco Soldovieri, Stefano Tebaldini, Sanchari Thakur:
The ASI Integrated Sounder-SAR System Operating in the UHF-VHF Bands: First Results of the 2018 Helicopter-Borne Morocco Desert Campaign. Remote. Sens. 11(16): 1845 (2019) - Giovanni S. Alberti, Habib Ammari, Francisco Romero, Timothée Wintz:
Dynamic Spike Superresolution and Applications to Ultrafast Ultrasound Imaging. SIAM J. Imaging Sci. 12(3): 1501-1527 (2019) - Giovanni S. Alberti, Francesca Bartolucci, Filippo De Mari, Ernesto De Vito:
Unitarization and Inversion Formulae for the Radon Transform Between Dual Pairs. SIAM J. Math. Anal. 51(6): 4356-4381 (2019) - Giovanni Alberti, Helmut Bölcskei, Camillo De Lellis, Günther Koliander, Erwin Riegler:
Lossless Analog Compression. IEEE Trans. Inf. Theory 65(11): 7480-7513 (2019) - Rima Alaifari, Giovanni S. Alberti, Tandri Gauksson:
ADef: an Iterative Algorithm to Construct Adversarial Deformations. ICLR (Poster) 2019 - Stefano Perna, Claudia Facchinetti, Roberto Formaro, Gianluca Gennarelli, Christopher Gerekos, Riccardo Lanari, Francesco Longo, Giovanni Ludeno, Mauro Mariotti d'Alessandro, Antonio Natale, Carlo Noviello, Giovanni Alberti, Gianfranco Palmese, Claudio Papa, Giulia Pica, Fabio Rocca, Giuseppe Salzillo, Francesco Soldovieri, Stefano Tebaldini, Sanchari Thakur, Paolo Berardino, Lorenzo Bruzzone, Dario Califano, Ilaria Catapano, Luca Ciofaniello, Elena Donini, Carmen Esposito:
The ASI P-Band Helicopter-Borne Integrated Sounder-Sar System: Preliminary Results of The 2018 Morocco Desert Campaign. IGARSS 2019: 8550-8553 - 2018
- Giovanni S. Alberti, Habib Ammari, Francisco Romero, Timothée Wintz:
Dynamic Spike Super-resolution and Applications to Ultrafast Ultrasound Imaging. CoRR abs/1803.03251 (2018) - Giovanni Alberti, Helmut Bölcskei, Camillo De Lellis, Günther Koliander, Erwin Riegler:
Lossless Analog Compression. CoRR abs/1803.06887 (2018) - Rima Alaifari, Giovanni S. Alberti, Tandri Gauksson:
ADef: an Iterative Algorithm to Construct Adversarial Deformations. CoRR abs/1804.07729 (2018) - 2017
- Giovanni S. Alberti, Habib Ammari, Francisco Romero, Timothée Wintz:
Mathematical Analysis of Ultrafast Ultrasound Imaging. SIAM J. Appl. Math. 77(1): 1-25 (2017)
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