Greedy Deep Dictionary Learning

Preprint English OPEN
Tariyal, Snigdha; Majumdar, Angshul; Singh, Richa; Vatsa, Mayank;
(2016)
  • Subject: Computer Science - Learning | Computer Science - Artificial Intelligence | Statistics - Machine Learning

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 a... View more
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