Pubblicazioni scientifiche

Giacomo De Palma; Bobak Kiani; Seth Lloyd, Adversarial Robustness Guarantees for Random Deep Neural Networks, in: Proceedings of the 38th International Conference on Machine Learning, «PROCEEDINGS OF MACHINE LEARNING RESEARCH», 2021, 139, pp. 2522 - 2534 (atti di: 38th International Conference on Machine Learning, Online, 18-24 lug 2021) [Contributo in Atti di convegno] Open Access

F. Ferrari, N. Forcillo, ABOUT THE EXISTENCE OF AN ALT-CAFFARELLI-FRIEDMAN MONOTONICITY FORMULA IN THE HEISENBERG GROUP, in: Proceedings of VIII MACI 2021, Santa Fe, Asociación Argentina de Matemática Aplicada, Computacional e Industrial, 2021, 8, pp. 301 - 304 (atti di: MATEMÁTICA APLICADA, COMPUTACIONAL E INDUSTRIAL (MACI 8), La Plata, 3-7 maggio 2021) [Contributo in Atti di convegno]

Di Serafino D.; Landi G.; Viola M., TGV-based restoration of Poissonian images with automatic estimation of the regularization parameter, in: Proceedings - 2021 21st International Conference on Computational Science and Its Applications, ICCSA 2021, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 139 - 145 (atti di: 21st International Conference on Computational Science and Its Applications, ICCSA 2021, ita, 2021) [Contributo in Atti di convegno]

Alberti G.; Lassas M.; De Vito E.; Ratti L.; Santacesaria M., Learning the optimal Tikhonov regularizer for inverse problems, in: Advances in Neural Information Processing Systems, Neural information processing systems foundation, 2021, pp. 25205 - 25216 (atti di: 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Virtual, 2021) [Contributo in Atti di convegno]

Pastorello D.; Blanzieri E., A Quantum Binary Classifier based on Cosine Similarity, in: Proceedings - 2021 IEEE International Conference on Quantum Computing and Engineering, QCE 2021, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, Institute of Electrical and Electronics Engineers Inc., «IEEE INTERNATIONAL CONFERENCE ON QUANTUM COMPUTING AND ENGINEERING», 2021, pp. 477 - 478 (atti di: 2nd IEEE International Conference on Quantum Computing and Engineering, QCE 2021, USA, 17-22 Oct. 2021) [Contributo in Atti di convegno] Open Access

Harutyunyan H.; Alessandro Achille; Giovanni Paolini; Majumder O.; Ravichandran A.; Bhotika R.; Soatto S., Estimating informativeness of samples with Smooth Unique Information, in: ICLR 2021 - 9th International Conference on Learning Representations, International Conference on Learning Representations, ICLR, 2021, pp. 1 - 22 (atti di: 9th International Conference on Learning Representations, ICLR 2021, Virtual only, 2021) [Contributo in Atti di convegno]

Paolini, Giovanni; Athiwaratkun, Ben; Krone, Jason; Ma, Jie; Achille, Alessandro; Anubhai, Rishita; Nogueira dos Santos, Cicero; Xiang, Bing; Soatto, Stefano, Structured prediction as translation between augmented natural languages, in: International Conference on Learning Representations, International Conference on Learning Representations, ICLR, 2021, pp. 1 - 26 (atti di: 9th International Conference on Learning Representations, ICLR 2021, Virtual only, 3 May - 7 May 2021) [Contributo in Atti di convegno] Open Access

Loureiro, B.; Sicuro, G.; Gerbelot, C.; Pacco, A.; Krzakala, F.; Zdeborova, L., Learning Gaussian Mixtures with Generalised Linear Models: Precise Asymptotics in High-dimensions, in: Advances in Neural Information Processing Systems, Neural information processing systems foundation, «ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS», 2021, 13, pp. 10144 - 10157 (atti di: 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Virtual, 2021) [Contributo in Atti di convegno]

Lopez F.; Pozzetti B.; Trettel S.; Strube M.; Wienhard A., Symmetric Spaces for Graph Embeddings: A Finsler-Riemannian Approach, in: Proceedings of Machine Learning Research, ML Research Press, «PROCEEDINGS OF MACHINE LEARNING RESEARCH», 2021, 139, pp. 7090 - 7101 (atti di: 38th International Conference on Machine Learning, ICML 2021, Virtual only, 2021) [Contributo in Atti di convegno]

Lopez F.; Pozzetti B.; Trettel S.; Strube M.; Wienhard A., Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices, in: Advances in Neural Information Processing Systems, Neural information processing systems foundation, «ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS», 2021, 22, pp. 18350 - 18366 (atti di: 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Virtual only, 2021) [Contributo in Atti di convegno]

Calatroni L.; Lanza A.; Pragliola M.; Sgallari F., Adaptive parameter selection for weighted-TV image reconstruction problems, in: Journal of Physics: Conference Series, Institute of Physics Publishing, 2020, 1476, pp. 1 - 10 (atti di: 9th International Conference on New Computational Methods for Inverse Problems, NCMIP 2019, Ecole normale superieure Paris-Saclay, France, 24 May 2019) [Contributo in Atti di convegno] Open Access

Nicola Arcozzi, Silvia Benvenuti, Daniele Gouthier, Alessia Cattabriga, TEACHING MATHEMATICS IN TIMES OF CRISIS. A CASE STUDY ABOUT DISTANCE LEARNING AT ALMA MATER STUDIORUM - UNIVERSITÀ DI BOLOGNA, in: ICERI2020 Proceedings, 2020, pp. 6073 - 6079 (atti di: 13th annual International Conference of Education, Research and Innovation, Online Conference, 9-11 November, 2020) [Contributo in Atti di convegno]

Ferragina, Paolo; Lillo, Fabrizio; Vinciguerra, Giorgio, Why Are Learned Indexes So Effective?, in: 37th International Conference on Machine Learning (ICML 2020), «PROCEEDINGS OF MACHINE LEARNING RESEARCH», 2020, 119, pp. 3123 - 3132 (atti di: International Conference on Machine Learning, Virtuale (originariamente Vienna), 12-18 Luglio 2020) [Contributo in Atti di convegno] Open Access

Petracci A., An Example of Mirror Symmetry for Fano Threefolds, in: Birational Geometry and Moduli Spaces, Springer, «SPRINGER INDAM SERIES», 2020, 39, pp. 173 - 188 (atti di: Birational geometry and moduli spaces, Roma, 11-15 June 2018) [Contributo in Atti di convegno] Open Access

Goldstein G.R.; Goldstein J.A.; Guidetti D.; Romanelli S., The fourth order wentzell heat equation, in: Semigroups of operators—theory and applications, 2020, 325, pp. 215 - 226 (atti di: Semigroups of operators—theory and applications, Kazimierz Dolny, Ottobre 2018) [Contributo in Atti di convegno]

Romani Lucia; Anaïs Badoual; Michael Unser, Normal-Based Interpolating Subdivision for the Geometric Representation of Deformable Models, in: 2019 IEEE 16th International Symposium on Biomedical Imaging, IEEE, 2019, pp. 1839 - 1843 (atti di: IEEE International Symposium on Biomedical Imaging (ISBI), Venice (Italy), April 8-11, 2019) [Contributo in Atti di convegno]

Rossella Agliardi, Pseudodifferential equations in finance, in: AIP Conference Proceedings 2159, American Institute of Physics, 2019, 2159, pp. 1 - 9 (atti di: Sixth International Conference on New Trends in the Applications of Differential Equations in Sciences, St. Constantine and Helena, 1-4 luglio 2019) [Contributo in Atti di convegno]

LOLI PICCOLOMINI, Elena; Gandolfi, Stefano; Poluzzi, Luca; Tavasci, Luca; Cascarano, Pasquale; Pascucci, Andrea, Recurrent Neural Networks Applied to GNSS Time Series for Denoising and Prediction, in: 26th International Symposium on Temporal Representation and Reasoning (TIME 2019), Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, «LEIBNIZ INTERNATIONAL PROCEEDINGS IN INFORMATICS», 2019, 147, pp. 1 - 12 (atti di: 26th International Symposium on Temporal Representation and Reasoning (TIME 2019), Malaga, 16-19 October 2019) [Contributo in Atti di convegno]

Pasquale Cascarano, Francesco Corsini, Stefano Gandolfi, Emanuele Mandanici, Elena Loli Piccolomini, Luca Tavasci, Fabiana Zama, Super-Risoluzione di immagini termiche: confronto fra algoritmi “single image” e “multiple images”, in: Atti ASITA 2019, 2019, pp. 221 - 222 (atti di: Conferenza Nazionale ASITA 2019, Trieste, 12-14 Novembre 2019) [Riassunto (Abstract)]

Riccardo Rossi, Nicola Santopuoli, Leonardo Seccia, CFD modeling of indoor ventilation and temperature distribution in the Nativity church in Bethlehem, in: Patrimonio in divenire conoscere valorizzare abilitare, Roma, Gangemi editore, 2019, pp. 1087 - 1096 (atti di: ReUSO Matera 2019, Matera, 23-26 ottobre 2019) [Contributo in Atti di convegno]