Guillaume Bouchard
Guillaume Bouchard
Facebook AI
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TitleCited byYear
Complex embeddings for simple link prediction
T Trouillon, J Welbl, S Riedel, É Gaussier, G Bouchard
International Conference on Machine Learning, 2071-2080, 2016
3692016
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
3462013
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
2242009
Hierarchical part-based visual object categorization
G Bouchard, B Triggs
2232005
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
2102012
Fast and efficient estimation of individual ancestry coefficients
E Frichot, F Mathieu, T Trouillon, G Bouchard, O François
Genetics 196 (4), 973-983, 2014
2052014
The tradeoff between generative and discriminative classifiers
G Bouchard, B Triggs
16th IASC International Symposium on Computational Statistics (COMPSTAT'04 …, 2004
1742004
Convex collective matrix factorization
G Bouchard, D Yin, S Guo
Artificial Intelligence and Statistics, 144-152, 2013
802013
Robust Bayesian matrix factorisation
B Lakshminarayanan, G Bouchard, C Archambeau
Proceedings of the Fourteenth International Conference on Artificial …, 2011
612011
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
562007
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
542017
Variational bounds for mixed-data factor analysis
ME Khan, G Bouchard, KP Murphy, BM Marlin
Advances in Neural Information Processing Systems, 1108-1116, 2010
542010
Modification of images from a user's album for spot-the-differences
G Csurka, GM Bouchard
US Patent 8,237,743, 2012
522012
Clustering using non-negative matrix factorization on sparse graphs
F Perronnin, G Bouchard
US Patent 9,727,532, 2017
472017
Robust Bayesian matrix factorization and recommender systems using same
C Archambeau, G Bouchard, B Lakshminarayanan
US Patent 8,880,439, 2014
472014
Distributed and privacy-preserving prediction method
G Bouchard, J Perez, JB Henderson
US Patent 10,102,478, 2018
452018
Collapsed gibbs sampler for sparse topic models and discrete matrix factorization
CP Archambeau, GM Bouchard
US Patent 8,510,257, 2013
452013
Fast variational Bayesian inference for non-conjugate matrix factorization models
M Seeger, G Bouchard
Artificial Intelligence and Statistics, 1012-1018, 2012
452012
On approximate reasoning capabilities of low-rank vector spaces
G Bouchard, S Singh, T Trouillon
2015 AAAI Spring Symposium Series, 2015
432015
Group-sparse embeddings in collective matrix factorization
A Klami, G Bouchard, A Tripathi
arXiv preprint arXiv:1312.5921, 2013
432013
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