Greedy Deep Dictionary Learning

Understand

In this work we propose a new deep learning tool called deep dictionary learning.

• Multi-level dictionaries are learnt in a greedy fashion, one layer at a time.
• This requires solving a simple (shallow) dictionary learning problem, the solution to this is well known.
• We apply the proposed technique on some benchmark deep learning datasets.