| Online learning for matrix factorization and sparse coding. J Mairal, F Bach, J Ponce, G Sapiro Journal of Machine Learning Research 11 (1), 2010 | 2712 | 2010 |
| Online dictionary learning for sparse coding J Mairal, F Bach, J Ponce, G Sapiro Proceedings of the 26th annual international conference on machine learning …, 2009 | 2212 | 2009 |
| Kernel independent component analysis FR Bach, MI Jordan Journal of machine learning research 3 (Jul), 1-48, 2002 | 2167 | 2002 |
| Multiple kernel learning, conic duality, and the SMO algorithm FR Bach, GRG Lanckriet, MI Jordan Proceedings of the twenty-first international conference on Machine learning, 6, 2004 | 1800 | 2004 |
| Non-local sparse models for image restoration J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman 2009 IEEE 12th International Conference on Computer Vision (ICCV), 2272-2279, 2009 | 1690 | 2009 |
| SimpleMKL A Rakotomamonjy, F Bach, S Canu, Y Grandvalet Journal of Machine Learning Research 9, 2491-2521, 2008 | 1635 | 2008 |
| Online learning for latent dirichlet allocation M Hoffman, FR Bach, DM Blei advances in neural information processing systems, 856-864, 2010 | 1633 | 2010 |
| Supervised dictionary learning J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman arXiv preprint arXiv:0809.3083, 2008 | 1290 | 2008 |
| SAGA: A fast incremental gradient method with support for non-strongly convex composite objectives A Defazio, F Bach, S Lacoste-Julien Advances in neural information processing systems 27, 1646-1654, 2014 | 1265 | 2014 |
| Learning mid-level features for recognition YL Boureau, F Bach, Y LeCun, J Ponce 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010 | 1265 | 2010 |
| Optimization with sparsity-inducing penalties F Bach, R Jenatton, J Mairal, G Obozinski Foundations and Trends® in Machine Learning 4 (1), 1-106, 2012 | 1025 | 2012 |
| Discriminative learned dictionaries for local image analysis J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman 2008 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008 | 935 | 2008 |
| Task-driven dictionary learning J Mairal, F Bach, J Ponce IEEE transactions on pattern analysis and machine intelligence 34 (4), 791-804, 2011 | 902 | 2011 |
| Minimizing finite sums with the stochastic average gradient M Schmidt, N Le Roux, F Bach Mathematical Programming 162 (1-2), 83-112, 2017 | 886 | 2017 |
| Minimizing finite sums with the stochastic average gradient M Schmidt, N Le Roux, F Bach Mathematical Programming 162 (1-2), 83-112, 2017 | 886 | 2017 |
| Minimizing finite sums with the stochastic average gradient M Schmidt, N Le Roux, F Bach Mathematical Programming 162 (1-2), 83-112, 2017 | 886 | 2017 |
| Consistency of the group lasso and multiple kernel learning. FR Bach Journal of Machine Learning Research 9 (6), 2008 | 807 | 2008 |
| A stochastic gradient method with an exponential convergence rate for finite training sets N Le Roux, MW Schmidt, FR Bach Advances in Neural Information Processing Systems 25, 3-6, 2013 | 729 | 2013 |
| A stochastic gradient method with an exponential convergence _rate for finite training sets N Roux, M Schmidt, F Bach Advances in neural information processing systems 25, 2663-2671, 2012 | 725 | 2012 |
| Structured variable selection with sparsity-inducing norms R Jenatton, JY Audibert, F Bach Journal of Machine Learning Research 12 (Oct), 2777-2824, 2011 | 595 | 2011 |
Jean PonceInria, Ecole Normale Superieure/PSL Research UniversityVahvistettu sähköpostiosoite verkkotunnuksessa inria.fr
