Laura Cantini

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 6

Top Topics

Collective Intelligence

Matrix Factorization

Independent Component Analysis

Metric Learning

Top Venues

Publications

Geert-Jan Huizing, Laura Cantini, Gabriel Peyré
Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors. ICML (2022)
Geert-Jan Huizing, Gabriel Peyré, Laura Cantini
Optimal transport improves cell-cell similarity inference in single-cell omics data. Bioinform. 38 (8) (2022)
Geert-Jan Huizing, Laura Cantini, Gabriel Peyré
Unsupervised Ground Metric Learning using Wasserstein Eigenvectors. CoRR (2021)
Andrei Yu. Zinovyev, Urszula Czerwinska, Laura Cantini, Emmanuel Barillot, Klaus M. Frahm, Dima L. Shepelyansky
Collective intelligence defines biological functions in Wikipedia as communities in the hidden protein connection network. PLoS Comput. Biol. 16 (2) (2020)
Laura Cantini, Ulykbek Kairov, Aurélien de Reyniès, Emmanuel Barillot, François Radvanyi, Andrei Yu. Zinovyev
Assessing reproducibility of matrix factorization methods in independent transcriptomes. Bioinform. 35 (21) (2019)
Urszula Czerwinska, Laura Cantini, Ulykbek Kairov, Emmanuel Barillot, Andrei Yu. Zinovyev
Application of Independent Component Analysis to Tumor Transcriptomes Reveals Specific and Reproducible Immune-Related Signals. LVA/ICA (2018)