Predictive Sparse Decomposition

Concept

A model that combines an encoder and decoder with a sparsity constraint on the latent representation, similar to sparse coding but with an explicit encoder.

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Videos Mentioning Predictive Sparse Decomposition

Foundations of Unsupervised Deep Learning (Ruslan Salakhutdinov, CMU)

Foundations of Unsupervised Deep Learning (Ruslan Salakhutdinov, CMU)

Lex Fridman

A model that combines an encoder and decoder with a sparsity constraint on the latent representation, similar to sparse coding but with an explicit encoder.