Construct · 1 fields · 1 citations

reparameterization trick: a standalone construct

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Deep learning

rewriting a random latent variable as a deterministic function of model parameters and independent noise so gradients can pass through sampling.

In deep learning, reparameterization trick refers to rewriting a random latent variable as a deterministic function of model parameters and independent noise so gradients can pass through sampling. This meaning comes from Kingma (2013) in arXiv.[1]

Unit
Recovery means
Measured by

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Nearby constructs

deep learning1 fields · 1 citationsanchor · a standalone construct function5 fields · 6 citationsjingle · one word, five constructs latent4 fields · 6 citationsjingle · one word, four constructs

References

Kingma, D. P., & Welling, M. (2013). Auto-Encoding Variational Bayes. arXiv. https://doi.org/10.48550/arxiv.1312.6114

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