Matteo Caorsi

According to our database, Matteo Caorsi authored at least 6 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Early Warning Signals of Social Instabilities in Twitter Data.

Vahid Shamsaddini, Henry Kirveslahti, Raphael Reinauer, Wallyson Lemes de Oliveira, Matteo Caorsi, Étienne Voutaz

CoRR, 2023

2022

giotto-deep: A Python Package for Topological Deep Learning.

Matteo Caorsi, Raphael Reinauer, Nicolas Berkouk

J. Open Source Softw., November, 2022

2021

giotto-tda: : A Topological Data Analysis Toolkit for Machine Learning and Data Exploration.

Guillaume Tauzin, Umberto Lupo, Lewis Tunstall, Julian Burella Pérez, Matteo Caorsi, Anibal M. Medina-Mardones, Alberto Dassatti, Kathryn Hess

J. Mach. Learn. Res., 2021

Persformer: A Transformer Architecture for Topological Machine Learning.

Raphael Reinauer, Matteo Caorsi, Nicolas Berkouk

CoRR, 2021

ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results.

Nina Miolane, Matteo Caorsi, Umberto Lupo, Marius Guerard, Nicolas Guigui, Johan Mathe, Yann Cabanes, Wojciech Reise, Thomas Davies, António Leitão, Somesh Mohapatra, Saiteja Utpala, Shailja Shailja, Gabriele Corso, Guoxi Liu, Federico Iuricich, Andrei Manolache, Mihaela Nistor, Matei Bejan, Armand Mihai Nicolicioiu, Bogdan-Alexandru Luchian, Mihai-Sorin Stupariu, Florent Michel, Khanh Dao Duc, Bilal Abdulrahman, Maxim Beketov, Elodie Maignant, Zhiyuan Liu, Marek Cerný, Martin Bauw, Santiago Velasco-Forero, Jesús Angulo, Yanan Long

CoRR, 2021

Giotto-ph: A Python Library for High-Performance Computation of Persistent Homology of Vietoris-Rips Filtrations.

Julian Burella Pérez, Sydney Hauke, Umberto Lupo, Matteo Caorsi, Alberto Dassatti

CoRR, 2021