Laura Cantini

According to our database, Laura Cantini authored at least 6 papers between 2018 and 2022.

Collaborative distances:

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

2022

Optimal transport improves cell-cell similarity inference in single-cell omics data.

Geert-Jan Huizing, Gabriel Peyré, Laura Cantini

Bioinform., 2022

Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors.

Geert-Jan Huizing, Laura Cantini, Gabriel Peyré

Proceedings of the International Conference on Machine Learning, 2022

2021

Unsupervised Ground Metric Learning using Wasserstein Eigenvectors.

Geert-Jan Huizing, Laura Cantini, Gabriel Peyré

CoRR, 2021

2020

Collective intelligence defines biological functions in Wikipedia as communities in the hidden protein connection network.

Andrei Yu. Zinovyev, Urszula Czerwinska, Laura Cantini, Emmanuel Barillot, Klaus M. Frahm, Dima L. Shepelyansky

PLoS Comput. Biol., 2020

2019

Assessing reproducibility of matrix factorization methods in independent transcriptomes.

Laura Cantini, Ulykbek Kairov, Aurélien de Reyniès, Emmanuel Barillot, François Radvanyi, Andrei Yu. Zinovyev

Bioinform., 2019

2018

Application of Independent Component Analysis to Tumor Transcriptomes Reveals Specific and Reproducible Immune-Related Signals.

Urszula Czerwinska, Laura Cantini, Ulykbek Kairov, Emmanuel Barillot, Andrei Yu. Zinovyev

Proceedings of the Latent Variable Analysis and Signal Separation, 2018