Publications
The publications database contains papers and technical reports written by XRCE scientists from 1991 up to the present. If the document you are looking for cannot be downloaded in PDF or Postscript format, please contact us specifying the title, author(s) and reference. Any document downloaded from the publications database may be used for non-commercial purposes only.
Fast Variational Bayesian Inference for Non-Conjugate Matrix Factorization Models
Matthias Seeger, Guillaume Bouchard
AISTATS 2012 : Fifteenth International Conference on Artificial Intelligence and Statistics 2012, La Palma, Canary Islands, Spain, April 21-23, 2012.
Ref. : 2011/056 | Abstract
Variational Bounds for Mixed-Data Factor Analysis
Emtiyaz Khan, Guillaume Bouchard, Ben Marlin, Kevin Murphy
NIPS (Neural Information Processing Systems), Vancouver, B.C., Canada, December 6th, 2010 Full paper available on NIPS 2010 Proceedings
Ref. : 2010/034 | Abstract
An Asymptotic Analysis of Smooth Regularizers
Percy liang, Francis Bach, Guillaume Bouchard, Michael Jordan
NIPS 2009, (Neural Information Processing Systems Conference), Vancouver, B.C., Canada, 7-10 December, 2009. Full paper available on NIPS Website
Ref. : 2009/051 | Abstract
Guillaume Bouchard, Onno Zoeter
ICML International Conference on Machine Learning, Montreal, Quebec, June 14-17, 2009
Ref. : 2009/010 | Abstract
Efficient bounds for the Softmax and applications to approximate inference in hybrid models
Guillaume Bouchard
NIPS 2007 Neural Information Processing Systems Conference, Whistler, Canada, December 7-8, 2007
Ref. : 2007/050 | Abstract
Bias-Variance tradeoff in Hybrid Generative-Discriminative models
Guillaume Bouchard
The Sixth International conference on Machine Learning and Applications (ICMLA 07), Cincinnati, Ohio, USA, 13-15 Dec.2007.
Ref. : 2007/039 | Abstract
Soft failure detection using factorial hidden Markov models
Guillaume Bouchard, Jean-Marc Andreoli
The Sixth International conference on Machine Learning and Applications (ICMLA 07), Cincinnati, Ohio, USA, 13-15 Dec.2007.
Ref. : 2007/038 | Abstract
Overview of Generative and Discriminative hybrid models
Guillaume Bouchard
IDIAP 15 Anniversary Workshop, Martigny, Switzerland, September 12-13, 2006.
Ref. : 2006/027 | Abstract | result.pdf (425.18 kB)
Hierarchical Part-Based Visual Object Categorization
Guillaume Bouchard, Bill Triggs
Appeared in Computer Vision and Pattern Recognition, Volume 1, pp. 710-715.
Ref. : 2005/071 | Abstract
Probabilistic latent clustering of device usage
Jean-Marc Andreoli, Guillaume Bouchard
IDA 2005, the 6th International Symposium on Intelligent Data Analysis, Madrid, Spain, September 8-10, 2005.