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Matteo Caorsi
Matteo Caorsi
Chief Scientist, L2F SA
Verified email at l2f.ch
Title
Cited by
Cited by
Year
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
1502021
Geometric classification of 4d SCFTs
M Caorsi, S Cecotti
Journal of High Energy Physics 2018 (7), 1-108, 2018
672018
Special arithmetic of flavor
M Caorsi, S Cecotti
Journal of High Energy Physics 2018 (8), 1-39, 2018
382018
Homological classification of 4d = 2 QFT. Rank-1 revisited
M Caorsi, S Cecotti
Journal of High Energy Physics 2019 (10), 1-92, 2019
312019
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
162022
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
162021
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
162021
Homological S-duality in 4d N= 2 QFTs
M Caorsi, S Cecotti
arXiv preprint arXiv:1612.08065, 2016
162016
Categorical Webs and S-Duality in 4d = 2 QFT
M Caorsi, S Cecotti
Communications in Mathematical Physics 368 (3), 885-984, 2019
152019
Persformer: A transformer architecture for topological machine learning
R Reinauer, M Caorsi, N Berkouk
arXiv preprint arXiv:2112.15210, 2021
92021
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
12023
giotto-deep: A Python Package for Topological Deep Learning
M Caorsi, R Reinauer, N Berkouk
Journal of Open Source Software 7 (79), 4846, 2022
12022
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
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Articles 1–19