| Domain-adversarial training of neural networks Y Ganin, E Ustinova, H Ajakan, P Germain, H Larochelle, F Laviolette, ... The journal of machine learning research 17 (1), 2096-2030, 2016 | 4991 | 2016 |
| Assemblathon 2: evaluating de novo methods of genome assembly in three vertebrate species KR Bradnam, JN Fass, A Alexandrov, P Baranay, M Bechner, I Birol, ... GigaScience 2 (1), 2047-217X-2-10, 2013 | 713 | 2013 |
| Ray Meta: scalable de novo metagenome assembly and profiling S Boisvert, F Raymond, É Godzaridis, F Laviolette, J Corbeil Genome biology 13 (12), 1-13, 2012 | 587 | 2012 |
| Ray: simultaneous assembly of reads from a mix of high-throughput sequencing technologies S Boisvert, F Laviolette, J Corbeil Journal of computational biology 17 (11), 1519-1533, 2010 | 580 | 2010 |
| 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 | 359 | 2019 |
| Domain-adversarial neural networks H Ajakan, P Germain, H Larochelle, F Laviolette, M Marchand arXiv preprint arXiv:1412.4446, 2014 | 269 | 2014 |
| PAC-Bayesian learning of linear classifiers P Germain, A Lacasse, F Laviolette, M Marchand Proceedings of the 26th Annual International Conference on Machine Learning …, 2009 | 214 | 2009 |
| Transfer learning for sEMG hand gestures recognition using convolutional neural networks U Côté-Allard, CL Fall, A Campeau-Lecours, C Gosselin, F Laviolette, ... 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2017 | 126 | 2017 |
| Risk bounds for the majority vote: From a PAC-Bayesian analysis to a learning algorithm P Germain, A Lacasse, F Laviolette, M Marchand, JF Roy arXiv preprint arXiv:1503.08329, 2015 | 109 | 2015 |
| A PAC-Bayesian approach for domain adaptation with specialization to linear classifiers P Germain, A Habrard, F Laviolette, E Morvant International conference on machine learning, 738-746, 2013 | 106 | 2013 |
| A convolutional neural network for robotic arm guidance using sEMG based frequency-features UC Allard, F Nougarou, CL Fall, P Giguère, C Gosselin, F Laviolette, ... 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2016 | 105 | 2016 |
| Bisimulation and cocongruence for probabilistic systems V Danos, J Desharnais, F Laviolette, P Panangaden Information and Computation 204 (4), 503-523, 2006 | 104 | 2006 |
| Approximate analysis of probabilistic processes: Logic, simulation and games J Desharnais, F Laviolette, M Tracol 2008 Fifth International Conference on Quantitative Evaluation of Systems …, 2008 | 103 | 2008 |
| PAC-Bayes bounds for the risk of the majority vote and the variance of the Gibbs classifier A Lacasse, F Laviolette, M Marchand, P Germain, N Usunier Advances in Neural information processing systems 19, 2006 | 102 | 2006 |
| PAC-Bayesian inequalities for martingales Y Seldin, F Laviolette, N Cesa-Bianchi, J Shawe-Taylor, P Auer IEEE Transactions on Information Theory 58 (12), 7086-7093, 2012 | 96 | 2012 |
| Tighter PAC-Bayes bounds through distribution-dependent priors G Lever, F Laviolette, J Shawe-Taylor Theoretical Computer Science 473, 4-28, 2013 | 94 | 2013 |
| 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), 1-15, 2016 | 88 | 2016 |
| Predicting ion mobility collision cross-sections using a deep neural network: DeepCCS PL Plante, É Francovic-Fontaine, JC May, JA McLean, ES Baker, ... Analytical chemistry 91 (8), 5191-5199, 2019 | 71 | 2019 |
| Interpretable genotype-to-phenotype classifiers with performance guarantees A Drouin, G Letarte, F Raymond, M Marchand, J Corbeil, F Laviolette Scientific reports 9 (1), 1-13, 2019 | 70 | 2019 |
| Canadian Association of Radiologists white paper on ethical and legal issues related to artificial intelligence in radiology Canadian Association of Radiologists (CAR) Artificial Intelligence Working Group Canadian Association of Radiologists' Journal 70 (2), 107-118, 2019 | 65 | 2019 |
Mario Marchandprofesseur d'informatique, Université Laval在 ift.ulaval.ca 的电子邮件经过验证
