Emilie Renard

Contact Information

Emilie Renard
PhD Student
Avenue Georges Lemaître 4-6 bte L4.05.01
1348 Louvain-la-Neuve

Office: Euler A.224 (2nd floor)
Phone: +32 10 47 80 46
Email: emilie [period] renard [snail] uclouvain [period] be -> mailto:emilie [period] renard [snail] uclouvain [period] be
Personal home page


Emilie Renard

Emilie Renard is a PhD Student in the Machine Learning Group of the Université catholique de Louvain. She received a master's degree in mathematical engineering in 2011.


Article de périodique (Journal article)
  • Lee, John Aldo ; Renard, Emilie ; Bernard, G. ; Dupont, Pierre ; Verleysen, M.. Type 1 and 2 mixtures of Kullback-Leibler divergences as cost functions in dimensionality reduction based on similarity preservation. In: Neurocomputing, Vol. 112, no. 1, p. 92-108 (2013). doi:10.1016/j.neucom.2012.12.036.

  • Communication à un colloque (Conference Paper)
  • Renard, Emilie ; Branders, Samuel ; Absil, Pierre-Antoine. Independent component analysis to remove batch effects from merged microarray datasets. WABI 2016 (Aarhus, Denmark, August 22-24, 2016). In: Lecture Notes in Computer Science, Vol. 9838, p. 281-292 (2016). doi:10.1007/978-3-319-43681-4_23.

  • Renard, Emilie ; Teschendorff, Andrew E. ; Absil, Pierre-Antoine. Spatiotemporal ICA improves the selection of differentially expressed genes. ESANN 2016 (Bruges, Belgium, 27-29 April 2016). In: Proceedings of the 24th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2016.

  • 2015
  • RENARD, Emilie ; André, Emmanuel. Failing Xpert MTB/RIF modules: When? What warranty is needed from the customer?s perspective? Experience in the DRC. 46th World Conference on Lung Health of the International Union Against Tuberculosis and Lung Disease (The Union) (Cape-Town, South-Africa, du 02/12/2015 au 06/12/2015). In: The International Journal of Tuberculosis and Lung Disease, Vol. 19, no.12, p. S206 (2015).

  • 2014
  • Renard, Emilie ; Teschendorff, Andrew E. ; Absil, Pierre-Antoine. Capturing confounding sources of variation in DNA methylation data by spatiotemporal independent component analysis. ESANN 2014 (Bruges, Belgium, April 2014). In: 22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2014. 978-287419095-7.

  • 2013
  • Renard, Emilie ; Dupont, Pierre ; Verleysen, Michel. User control for adjusting conflicting objectives in parameter-dependent visualization of data. Workshop on Visual Analytics using Multidimensional Projections (EuroVis 2013) (Leipzig (Germany), du 17/06/2013 au 21/06/2013). In: , 2013.

  • Contribution à ouvrage collectif (Book Chapter)
  • Teschendorff, Andrew E. ; Renard, Emilie ; Absil, Pierre-Antoine. Supervised normalization of large-scale omic datasets using blind source separation. In: Ganesh R. Naik, Wenwu Wang (Eds.), Blind source separation (Signals and Communication Technology), Springer, 2014, p. 465-497. 978-3-642-55015-7. doi:10.1007/978-3-642-55016-4_17.