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 | 149 | 2021 |
Geometric classification of 4d SCFTs M Caorsi, S Cecotti Journal of High Energy Physics 2018 (7), 1-108, 2018 | 69 | 2018 |
Special arithmetic of flavor M Caorsi, S Cecotti Journal of High Energy Physics 2018 (8), 1-39, 2018 | 38 | 2018 |
Homological classification of 4d = 2 QFT. Rank-1 revisited M Caorsi, S Cecotti Journal of High Energy Physics 2019 (10), 1-92, 2019 | 31 | 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 | 17 | 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 | 16 | 2022 |
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 |
Homological S-duality in 4d N= 2 QFTs M Caorsi, S Cecotti arXiv preprint arXiv:1612.08065, 2016 | 16 | 2016 |
Categorical Webs and S-Duality in 4d = 2 QFT M Caorsi, S Cecotti Communications in Mathematical Physics 368 (3), 885-984, 2019 | 15 | 2019 |
Persformer: A transformer architecture for topological machine learning R Reinauer, M Caorsi, N Berkouk arXiv preprint arXiv:2112.15210, 2021 | 9 | 2021 |
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 |
giotto-deep: A Python Package for Topological Deep Learning M Caorsi, R Reinauer, N Berkouk Journal of Open Source Software 7 (79), 4846, 2022 | 1 | 2022 |
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 | | 2024 |
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 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 |