Lupo, Umberto

5 publications

ICLRW 2024 DiffPaSS – Differentiable and Scalable Pairing of Biological Sequences Using Soft Scores Umberto Lupo, Damiano Sgarbossa, Martina Milighetti, Anne-Florence Bitbol

ICMLW 2024 MSA Pairing Transfomer: Protein Interaction Partner Prediction with Few-Shot Contrastive Learning Alex Hawkins-Hooker, Daniel Burkhardt Cerigo, Umberto Lupo, David Jones, Brooks Paige

ICLRW 2024 Pairing Interacting Protein Sequences Using Masked Language Modeling Damiano Sgarbossa, Umberto Lupo, Anne-Florence Bitbol

MLOSS 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

NeurIPSW 2020 Giotto-Tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration Guillaume Tauzin, Umberto Lupo, Lewis Tunstall, Julian Burella Perez, Matteo Caorsi, Wojciech Reise, Anibal Maximiliano Medina-Mardones, Alberto Dassatti, Kathryn Hess