| Complex embeddings for simple link prediction T Trouillon, J Welbl, S Riedel, É Gaussier, G Bouchard International Conference on Machine Learning, 2071-2080, 2016 | 369 | 2016 |
| Testing for associations between loci and environmental gradients using latent factor mixed models E Frichot, SD Schoville, G Bouchard, O François Molecular biology and evolution 30 (7), 1687-1699, 2013 | 346 | 2013 |
| Method, apparatus, and article of manufacture for estimating parameters of a probability model on shared device usage probabilistic semantic analysis JM Andreoli, G Bouchard US Patent 7,567,946, 2009 | 224 | 2009 |
| Hierarchical part-based visual object categorization G Bouchard, B Triggs | 223 | 2005 |
| Opinion mining in social media: Modeling, simulating, and forecasting political opinions in the web P Sobkowicz, M Kaschesky, G Bouchard Government Information Quarterly 29 (4), 470-479, 2012 | 210 | 2012 |
| Fast and efficient estimation of individual ancestry coefficients E Frichot, F Mathieu, T Trouillon, G Bouchard, O François Genetics 196 (4), 973-983, 2014 | 205 | 2014 |
| The tradeoff between generative and discriminative classifiers G Bouchard, B Triggs 16th IASC International Symposium on Computational Statistics (COMPSTAT'04 …, 2004 | 174 | 2004 |
| Convex collective matrix factorization G Bouchard, D Yin, S Guo Artificial Intelligence and Statistics, 144-152, 2013 | 80 | 2013 |
| Robust Bayesian matrix factorisation B Lakshminarayanan, G Bouchard, C Archambeau Proceedings of the Fourteenth International Conference on Artificial …, 2011 | 61 | 2011 |
| Efficient bounds for the softmax function and applications to approximate inference in hybrid models G Bouchard NIPS 2007 workshop for approximate Bayesian inference in continuous/hybrid …, 2007 | 56 | 2007 |
| Knowledge graph completion via complex tensor factorization T Trouillon, CR Dance, É Gaussier, J Welbl, S Riedel, G Bouchard The Journal of Machine Learning Research 18 (1), 4735-4772, 2017 | 54 | 2017 |
| Variational bounds for mixed-data factor analysis ME Khan, G Bouchard, KP Murphy, BM Marlin Advances in Neural Information Processing Systems, 1108-1116, 2010 | 54 | 2010 |
| Modification of images from a user's album for spot-the-differences G Csurka, GM Bouchard US Patent 8,237,743, 2012 | 52 | 2012 |
| Clustering using non-negative matrix factorization on sparse graphs F Perronnin, G Bouchard US Patent 9,727,532, 2017 | 47 | 2017 |
| Robust Bayesian matrix factorization and recommender systems using same C Archambeau, G Bouchard, B Lakshminarayanan US Patent 8,880,439, 2014 | 47 | 2014 |
| Distributed and privacy-preserving prediction method G Bouchard, J Perez, JB Henderson US Patent 10,102,478, 2018 | 45 | 2018 |
| Collapsed gibbs sampler for sparse topic models and discrete matrix factorization CP Archambeau, GM Bouchard US Patent 8,510,257, 2013 | 45 | 2013 |
| Fast variational Bayesian inference for non-conjugate matrix factorization models M Seeger, G Bouchard Artificial Intelligence and Statistics, 1012-1018, 2012 | 45 | 2012 |
| On approximate reasoning capabilities of low-rank vector spaces G Bouchard, S Singh, T Trouillon 2015 AAAI Spring Symposium Series, 2015 | 43 | 2015 |
| Group-sparse embeddings in collective matrix factorization A Klami, G Bouchard, A Tripathi arXiv preprint arXiv:1312.5921, 2013 | 43 | 2013 |
