Sébastien Giguère

According to our database, Sébastien Giguère authored at least 8 papers between 2012 and 2015.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2015

Machine Learning Assisted Design of Highly Active Peptides for Drug Discovery.

Sébastien Giguère, François Laviolette, Mario Marchand, Denise M. Tremblay, Sylvain Moineau, Xinxia Liang, Éric Biron, Jacques Corbeil

PLoS Comput. Biol., 2015

Greedy Biomarker Discovery in the Genome with Applications to Antimicrobial Resistance.

Alexandre Drouin, Sébastien Giguère, Maxime Déraspe, François Laviolette, Mario Marchand, Jacques Corbeil

CoRR, 2015

Algorithms for the Hard Pre-Image Problem of String Kernels and the General Problem of String Prediction.

Sébastien Giguère, Amélie Rolland, François Laviolette, Mario Marchand

Proceedings of the 32nd International Conference on Machine Learning, 2015

2014

On the String Kernel Pre-Image Problem with Applications in Drug Discovery.

Sébastien Giguère, Amélie Rolland, François Laviolette, Mario Marchand

CoRR, 2014

Learning interpretable models of phenotypes from whole genome sequences with the Set Covering Machine.

Alexandre Drouin, Sébastien Giguère, Vladana Sagatovich, Maxime Déraspe, François Laviolette, Mario Marchand, Jacques Corbeil

CoRR, 2014

2013

Learning a peptide-protein binding affinity predictor with kernel ridge regression.

Sébastien Giguère, Mario Marchand, François Laviolette, Alexandre Drouin, Jacques Corbeil

BMC Bioinform., 2013

Risk Bounds and Learning Algorithms for the Regression Approach to Structured Output Prediction.

Sébastien Giguère, François Laviolette, Mario Marchand, Khadidja Sylla

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

A Pseudo-Boolean Set Covering Machine.

Pascal Germain, Sébastien Giguère, Jean-Francis Roy, Brice Zirakiza, François Laviolette, Claude-Guy Quimper

Proceedings of the Principles and Practice of Constraint Programming, 2012