Interpretable Sparse Coding

Creator
Creator
Seonglae Cho
Created
Created
2025 Jan 30 15:21
Editor
Edited
Edited
2025 Apr 22 1:1

It is good to separate out hard zeros for interpretability. Thisis because sparsity causes a dirac delta in density at zero.

But Is sparsity actually a good proxy for interpretability? is still open question
Linear model or tree-based model are considered to have intrinsic interpretability
 
 
 
 
regularization forest
VAE
 
 

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