giotto-tda:: A topological data analysis toolkit for machine learning and data exploration G Tauzin, U Lupo, L Tunstall, JB Pérez, M Caorsi, AM Medina-Mardones, ...
Journal of Machine Learning Research 22 (39), 1-6, 2021
187 2021 Geometric classification of 4d M Caorsi, S Cecotti
Journal of High Energy Physics 2018 (7), 1-108, 2018
77 2018 Special arithmetic of flavor M Caorsi, S Cecotti
Journal of High Energy Physics 2018 (8), 1-39, 2018
42 2018 Homological classification of 4d M Caorsi, S Cecotti
Journal of High Energy Physics 2019 (10), 1-92, 2019
33 2019 giotto-ph: a Python library for high-performance computation of persistent homology of Vietoris-Rips filtrations JB Pérez, S Hauke, U Lupo, M Caorsi, A Dassatti
arXiv preprint arXiv:2107.05412, 2021
21 2021 Dorsal finger fold recognition by convolutional neural networks for the detection and monitoring of joint swelling in patients with rheumatoid arthritis T Hügle, L Caratsch, M Caorsi, J Maglione, D Dan, A Dumusc, ...
Digital Biomarkers 6 (2), 31-35, 2022
20 2022 Homological S-duality in 4d N= 2 QFTs M Caorsi, S Cecotti
arXiv preprint arXiv:1612.08065, 2016
17 2016 Iclr 2021 challenge for computational geometry & topology: Design and results N Miolane, M Caorsi, U Lupo, M Guerard, N Guigui, J Mathe, Y Cabanes, ...
arXiv preprint arXiv:2108.09810, 2021
16 2021 Categorical Webs and S -Duality in 4d M Caorsi, S Cecotti
Communications in Mathematical Physics 368 (3), 885-984, 2019
16 2019 Persformer: A transformer architecture for topological machine learning R Reinauer, M Caorsi, N Berkouk
arXiv preprint arXiv:2112.15210, 2021
11 2021 Detection and Grading of Radiographic Hand Osteoarthritis Using an Automated Machine Learning Platform L Caratsch, C Lechtenboehmer, M Caorsi, K Oung, F Zanchi, Y Aleman, ...
ACR Open Rheumatology, 2024
3 2024 giotto-deep: A Python Package for Topological Deep Learning M Caorsi, R Reinauer, N Berkouk
Journal of Open Source Software 7 (79), 4846, 2022
2 2022 POS0892 AN END-TO-END MACHINE LEARNING PIPELINE FOR THE AUTOMATED DETECTION OF RADIOGRAPHIC HAND OSTEOARTHRITIS: A NO-CODING PLATFORM EXPERIENCE L Caratsch, C Lechtenboehmer, M Caorsi, K Oung, F Zanchi, Y Aleman, ...
Annals of the Rheumatic Diseases 82 (Suppl 1), 753-754, 2023
1 2023 Early Warning Signals of Social Instabilities in Twitter Data V Shamsaddini, H Kirveslahti, R Reinauer, WL de Oliveira, M Caorsi, ...
arXiv preprint arXiv:2303.05401, 2023
2023 OP0004 AUTOMATED RECOGNITION AND MONITORING OF DORSAL SKIN FOLDS BY A CONVOLUTIONAL NEURAL NETWORK AS A POTENTIAL DIGITAL BIOMARKER FOR JOINT SWELLING IN PATIENTS WITH … T Hügle, L Caratsch, MM Caorsi, J Maglione, D Dan, A Dumusc, ...
Annals of the Rheumatic Diseases 81 (Suppl 1), 3-3, 2022
2022 giotto-ph: A Python Library for High-Performance Computation of Persistent Homology of Vietoris-Rips Filtrations J Burella Pérez, S Hauke, U Lupo, M Caorsi, A Dassatti
arXiv e-prints, arXiv: 2107.05412, 2021
2021 giotto-tda G Tauzin, U Lupo, L Tunstall, J Burella Pérez, M Caorsi, W Reise, ...
Proceedings of 34th Conference on Neural Information Processing Systems …, 2020
2020 Homological Classification of 4d M Caorsi, S Cecotti
arXiv preprint arXiv:1906.03912, 2019
2019 Homological classification of 4d N= 2 QFT. Part I: rank-1 revisited M Caorsi, S Cecotti
arXiv preprint arXiv:1906.03912, 2019
2019 Mathematical Methods for 4d N= 2 QFTs M Caorsi
SISSA, 2018
2018 