Guillaume Bouchard
Guillaume Bouchard
Facebook AI
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TitleCited byYear
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
3012013
Complex embeddings for simple link prediction
T Trouillon, J Welbl, S Riedel, É Gaussier, G Bouchard
International Conference on Machine Learning, 2071-2080, 2016
2502016
Hierarchical part-based visual object categorization
G Bouchard, B Triggs
2182005
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
2112009
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
1892012
The tradeoff between generative and discriminative classifiers
G Bouchard, B Triggs
16th IASC International Symposium on Computational Statistics (COMPSTAT'04 …, 2004
1712004
Fast and efficient estimation of individual ancestry coefficients
E Frichot, F Mathieu, T Trouillon, G Bouchard, O François
Genetics 196 (4), 973-983, 2014
1692014
Convex collective matrix factorization
G Bouchard, D Yin, S Guo
Artificial Intelligence and Statistics, 144-152, 2013
692013
Robust Bayesian matrix factorisation
B Lakshminarayanan, G Bouchard, C Archambeau
Proceedings of the Fourteenth International Conference on Artificial …, 2011
572011
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
522007
Modification of images from a user's album for spot-the-differences
G Csurka, GM Bouchard
US Patent 8,237,743, 2012
512012
Variational bounds for mixed-data factor analysis
ME Khan, G Bouchard, KP Murphy, BM Marlin
Advances in Neural Information Processing Systems, 1108-1116, 2010
472010
Actuation system for a controllable pitch propeller
DV Arel, R Perkinson, D Danielson
US Patent 6,811,376, 2004
452004
Clustering using non-negative matrix factorization on sparse graphs
F Perronnin, G Bouchard
US Patent 9,727,532, 2017
442017
Fast variational Bayesian inference for non-conjugate matrix factorization models
M Seeger, G Bouchard
Artificial Intelligence and Statistics, 1012-1018, 2012
442012
Group-sparse embeddings in collective matrix factorization
A Klami, G Bouchard, A Tripathi
arXiv preprint arXiv:1312.5921, 2013
422013
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
402017
Collapsed gibbs sampler for sparse topic models and discrete matrix factorization
CP Archambeau, GM Bouchard
US Patent 8,510,257, 2013
402013
Robust Bayesian matrix factorization and recommender systems using same
C Archambeau, G Bouchard, B Lakshminarayanan
US Patent 8,880,439, 2014
382014
Selection of generative models in classification
G Bouchard, G Celeux
IEEE Transactions on Pattern Analysis and Machine Intelligence 28 (4), 544-554, 2006
372006
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