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