Expand description
DictionaryLearning — sparse dictionary learning à la Mairal-Bach- Ponce-Sapiro (2009). Alternating scheme:
- Fix the dictionary
D, solve LASSO for the sparse codesα. - Fix the codes, update
Dcolumn-wise via a projected gradient step that renormalises to the unit ball.
Structs§
- Dictionary
Learning - Fitted DictionaryLearning.