Members

Roberto D'Ambrosio

Contact Information

Roberto D'Ambrosio
PhD
UCL / EPL / ICTEAM / INGI
Place Sainte Barbe, 2 bte L5.02.01
1348 Louvain-la-Neuve
Belgium

Office: Réaumur A.135 (1st floor)
Phone: +32 10 47 24 15
Email: roberto [period] dambrosio [snail] uclouvain [period] be -> mailto:roberto [period] dambrosio [snail] uclouvain [period] be
Personal home page

Biography

Roberto D'Ambrosio

Roberto D'Ambrosio received an M.S. in Biomedical Engineering from the University Campus Bio-Medico of Rome in the 2010. In the 2014 he received a joint Ph.D. from the University Campus Bio-Medico of Rome and the University of Nice in Biomedical Engineering and in Sciences and Technologies of Information and Communication, respectively. He is a post-doctoral researcher at Université Catholique de Louvain. His interests cover the areas of pattern recognition and machine learning. His research focuses on imbalanced datasets, estimation of posterior probability in classification tasks, stochastic gradient descent algorithm and feature selection.



Publications

Article de périodique (Journal article)
2015
  • Paul, Jérôme ; D'Ambrosio, Roberto ; Dupont, Pierre. Kernel methods for heterogeneous feature selection. In: Neurocomputing, Vol. 169, p. 187-195 (2015). doi:10.1016/j.neucom.2014.12.098 (Accepté/Sous presse). http://hdl.handle.net/2078.1/162795

  • Communication à un colloque (Conference Paper)
    2014
  • Branders, Samuel ; D'Ambrosio, Roberto ; Dupont, Pierre. The Coxlogit model: feature selection from survival and classification data. IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making (Orlando (FL), du 09/12/2014 au 12/12/2014). In: Computational Intelligence in Multi-Criteria Decision-Making (MCDM), 2014 IEEE Symposium on, IEEE, 2014, 137-143. doi:10.1109/MCDM.2014.7007199. http://hdl.handle.net/2078.1/156309