Question

Difference between dictionary learning and deep learning

Answer 1

Abstract— Two popular representation learning paradigms are dictionary learning and deep learning. While dictionary learning focuses on learning “basis'' and “features'' by matrix factorization, deep learning focuses on extracting features via learning “weights'' or “filter'' in a greedy layer by layer fashion.

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Answer 2

Dictionary learning is studying without understanding or by heart while deep learning is learning with understanding with interest