Guillaume BOUCHARD
Guillaume BOUCHARD
Verified email at cs.ucl.ac.uk - Homepage
Title
Cited by
Cited by
Year
Complex embeddings for simple link prediction
T Trouillon, J Welbl, S Riedel, É Gaussier, G Bouchard
International Conference on Machine Learning (ICML) 48, 2071-2080, 2016
4242016
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
3632013
Hierarchical part-based visual object categorization
G Bouchard, B Triggs
2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005
2282005
Fast and efficient estimation of individual ancestry coefficients
E Frichot, F Mathieu, T Trouillon, G Bouchard, O François
Genetics 196 (4), 973-983, 2014
2222014
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
2132012
The tradeoff between generative and discriminative classifiers
G Bouchard, B Triggs
1752004
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
1742009
Efficient bounds for the softmax function, applications to inference in hybrid models
G Bouchard
Presentation at the Workshop for Approximate Bayesian Inference in …, 2007
90*2007
Convex collective matrix factorization
G Bouchard, D Yin, S Guo
Artificial Intelligence and Statistics, 144-152, 2013
792013
Robust Bayesian matrix factorisation
B Lakshminarayanan, G Bouchard, C Archambeau
Proceedings of the Fourteenth International Conference on Artificial …, 2011
622011
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
612017
Variational bounds for mixed-data factor analysis
MEE Khan, G Bouchard, KP Murphy, BM Marlin
Advances in Neural Information Processing Systems, 1108-1116, 2010
572010
Fast variational Bayesian inference for non-conjugate matrix factorization models
M Seeger, G Bouchard
Artificial Intelligence and Statistics, 1012-1018, 2012
462012
On approximate reasoning capabilities of low-rank vector spaces
G Bouchard, S Singh, T Trouillon
2015 AAAI Spring Symposium Series, 2015
452015
Clustering using non-negative matrix factorization on sparse graphs
F Perronnin, G Bouchard
US Patent 9,727,532, 2017
442017
Modification of images from a user's album for spot-the-differences
G Csurka, GM Bouchard
US Patent 8,237,743, 2012
442012
Actuation system for a controllable pitch propeller
DV Arel, R Perkinson, D Danielson
US Patent 6,811,376, 2004
432004
Group-sparse embeddings in collective matrix factorization
A Klami, G Bouchard, A Tripathi
arXiv preprint arXiv:1312.5921, 2013
422013
Collapsed gibbs sampler for sparse topic models and discrete matrix factorization
CP Archambeau, GM Bouchard
US Patent 8,510,257, 2013
382013
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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Articles 1–20