Interpretable Sparse Coding

Creator

Creator

Created

Created

2025 Jan 30 15:21

Editor

Editor

Edited

Edited

2025 Mar 10 13:31

Refs

Refs

Sparse Approximation

Dictionary Learning

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

regularization forest

https://arxiv.org/pdf/1406.2035

VAE

https://arxiv.org/pdf/2009.12421

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