Thibault Helleputte

According to our database, Thibault Helleputte authored at least 6 papers between 2009 and 2020.

Collaborative distances:

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

2020

Machine learning in the biopharma industry.

Gaël de Lannoy, Thibault Helleputte, Paul Smyth

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2010

Inductive biases for stable feature selection in high dimensional spaces: applications to gene profiling and diagnosis from DNA microarrays.

Thibault Helleputte

PhD thesis, 2010

Robust biomarker identification for cancer diagnosis with ensemble feature selection methods.

Thomas Abeel, Thibault Helleputte, Yves Van de Peer, Pierre Dupont, Yvan Saeys

Bioinform., 2010

Expectation Propagation for Bayesian Multi-task Feature Selection.

Daniel Hernández-Lobato, José Miguel Hernández-Lobato, Thibault Helleputte, Pierre Dupont

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

2009

Feature Selection by Transfer Learning with Linear Regularized Models.

Thibault Helleputte, Pierre Dupont

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Partially supervised feature selection with regularized linear models.

Thibault Helleputte, Pierre Dupont

Proceedings of the 26th Annual International Conference on Machine Learning, 2009