Francis Bach
École Normale Supérieure - PSL(FR)École Normale Supérieure(BI)
Publications by Year
Research Areas
Sparse and Compressive Sensing Techniques, Face and Expression Recognition, Blind Source Separation Techniques, Image and Signal Denoising Methods, Speech and Audio Processing
Most-Cited Works
- → Online Learning for Matrix Factorization and Sparse Coding(2010)2,338 cited
- → Online dictionary learning for sparse coding(2009)2,124 cited
- → Non-local sparse models for image restoration(2009)1,703 cited
- → Learning mid-level features for recognition(2010)1,055 cited
- Supervised Dictionary Learning(2008)
- → Optimization with Sparsity-Inducing Penalties(2011)646 cited
- → A Tensor-Based Algorithm for High-Order Graph Matching(2011)356 cited
- → Structured Sparse Principal Component Analysis(2009)