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Unsupervised Learning: Difference between revisions
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** We assume <math>Z^{(i)} \sim N(\mathbf{0},\mathbf{I})</math> | ** We assume <math>Z^{(i)} \sim N(\mathbf{0},\mathbf{I})</math> | ||
* Generate <math>x^{(i)}</math> where <math>X^{(i)} \vert Z^{(i)} \sin N(g_{\theta}(z), \sigma^2 \mathbf{I})</math> | * Generate <math>x^{(i)}</math> where <math>X^{(i)} \vert Z^{(i)} \sin N(g_{\theta}(z), \sigma^2 \mathbf{I})</math> | ||
** For some function <math>g_{\theta_1 | ** For some function <math>g_{\theta_1}</math> parameterized by <math>\theta_1</math> | ||
====Variational Bound==== | ====Variational Bound==== | ||