Task-Driven Dictionary Learning
- Publisher: IEEE COMPUTER SOC
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
matrix factorization | ACM : I.: Computing Methodologies/I.5: PATTERN RECOGNITION | compressed sensing | Statistics - Machine Learning | Lasso | [ STAT.ML ] Statistics [stat]/Machine Learning [stat.ML] | dictionary learning | semi-supervised learning | Basis pursuit | sparse principal component analysis | sparse coding
final draft post-refereeing; International audience; Modeling data with linear combinations of a few elements from a learned dictionary has been the focus of much recent research in machine learning, neuroscience and signal processing. For signals such as natural images...