Guillaume Obozinski

Guillaume Obozinski

École Polytechnique Fédérale de Lausanne - Lausanne / Switzerland
Engineering & Technology / Computer Science
AD Scientific Index ID: 1138356
Eidgenössische Technische Hochschule Lausanne
person_outline Guillaume Obozinski's MOST POPULAR ARTICLES
1-) Optimization with sparsity-inducing penaltiesF Bach, R Jenatton, J Mairal, G ObozinskiFoundations and Trends in Machine Learning 4 (1), 1-106, 201211652012
2-) Group lasso with overlap and graph lassoL Jacob, G Obozinski, JP VertProceedings of the 26th annual international conference on machine learning …, 200910752009
3-) Joint covariate selection and joint subspace selection for multiple classification problemsG Obozinski, B Taskar, MI JordanStatistics and Computing 20 (2), 231-252, 20105422010
4-) A latent factor model for highly multi-relational dataR Jenatton, N Le Roux, A Bordes, G ObozinskiAdvances in Neural Information Processing Systems 25, 3176-3184, 20125372012
5-) Proximal methods for sparse hierarchical dictionary learning.R Jenatton, J Mairal, G Obozinski, FR BachICML 1, 2, 20104772010