Latent Variable

Creator

Creator

Created

Created

2023 May 18 1:15

Editor

Editor

Edited

Edited

2025 Mar 5 11:35

Refs

Refs

We cannot learn the true explanatory factors from only observed data

There is a latent space,

Z

, which contains enough structure to sufficiently represent

X

where Function

f=d\cdot e

where

e:X\rightarrow Z

and

d:Z\rightarrow X

직접적으로 관찰되거나 측정이 되지 않는 변수

관측변수에 의해 간접적으로 통계 측정을 수행

Backlinks

Approximation theory Contrastive Predictive Coding Statistical Model AutoEncoder GMM Complete Log Likelihood

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