Emilie Renard

According to our database, Emilie Renard authored at least 9 papers between 2013 and 2019.

Collaborative distances:

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

2019

Extracting information from multiple datasets by matrix factorization and common subspace computation.

Emilie Renard

PhD thesis, 2019

Minimax center to extract a common subspace from multiple datasets.

Emilie Renard, Pierre-Antoine Absil, Kyle A. Gallivan

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

2018

A Grassmannian Minimum Enclosing Ball Approach for Common Subspace Extraction.

Emilie Renard, Kyle A. Gallivan, Pierre-Antoine Absil

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

2017

Comparison of location-scale and matrix factorization batch effect removal methods on gene expression datasets.

Emilie Renard, Pierre-Antoine Absil

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

Independent Component Analysis to Remove Batch Effects from Merged Microarray Datasets.

Emilie Renard, Samuel Branders, Pierre-Antoine Absil

Proceedings of the Algorithms in Bioinformatics - 16th International Workshop, 2016

Spatiotemporal ICA improves the selection of differentially expressed genes.

Emilie Renard, Andrew E. Teschendorff, Pierre-Antoine Absil

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2014

Capturing confounding sources of variation in DNA methylation data by spatiotemporal independent component analysis.

Emilie Renard, Andrew E. Teschendorff, Pierre-Antoine Absil

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

2013

Type 1 and 2 mixtures of Kullback-Leibler divergences as cost functions in dimensionality reduction based on similarity preservation.

John Aldo Lee, Emilie Renard, Guillaume Bernard, Pierre Dupont, Michel Verleysen

Neurocomputing, 2013

User Control for Adjusting Conflicting Objectives in Parameter-dependent Visualization of Data.

Emilie Renard, Pierre Dupont, Michel Verleysen

Proceedings of the 1st International Workshop on Visual Analytics Using Multidimensional Projections, 2013