Articles with public access mandates - Alexandre DrouinLearn more
Available somewhere: 8
Bioconda: sustainable and comprehensive software distribution for the life sciences
B Grüning, R Dale, A Sjödin, BA Chapman, J Rowe, CH Tomkins-Tinch, ...
Nature methods 15 (7), 475-476, 2018
Mandates: US National Institutes of Health, German Research Foundation, Netherlands …
Deep learning for electromyographic hand gesture signal classification using transfer learning
U Côté-Allard, CL Fall, A Drouin, A Campeau-Lecours, C Gosselin, ...
IEEE transactions on neural systems and rehabilitation engineering 27 (4 …, 2019
Mandates: Natural Sciences and Engineering Research Council of Canada, Research …
Predictive computational phenotyping and biomarker discovery using reference-free genome comparisons
A Drouin, S Giguère, M Déraspe, M Marchand, M Tyers, VG Loo, ...
BMC Genomics 17 (1), 754, 2016
Mandates: Canadian Institutes of Health Research, Fonds de recherche du Québec - Santé …
Interpretable genotype-to-phenotype classifiers with performance guarantees
A Drouin, G Letarte, F Raymond, M Marchand, J Corbeil, F Laviolette
Scientific reports 9 (1), 4071, 2019
Mandates: Natural Sciences and Engineering Research Council of Canada
In search of robust measures of generalization
GK Dziugaite*, A Drouin*, B Neal, N Rajkumar, E Caballero, L Wang, ...
Advances in Neural Information Processing Systems 33, 11723-11733, 2020
Mandates: Natural Sciences and Engineering Research Council of Canada
Synbols: Probing learning algorithms with synthetic datasets
A Lacoste, P Rodríguez López, F Branchaud-Charron, P Atighehchian, ...
Advances in Neural Information Processing Systems 33, 134-146, 2020
Mandates: Natural Sciences and Engineering Research Council of Canada
Mass spectra alignment using virtual lock-masses
F Brochu, PL Plante, A Drouin, D Gagnon, D Richard, F Durocher, ...
Scientific Reports 9 (1), 8469, 2019
Mandates: Canadian Institutes of Health Research, Fonds de recherche du Québec - Santé …
Maximum margin interval trees
A Drouin, T Hocking, F Laviolette
Advances in neural information processing systems 30, 2017
Mandates: Natural Sciences and Engineering Research Council of Canada
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