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Why Generative Models Work: Linearity and Kolmogorov Equations

Why does GM work? The trick is to make everything linear: Train generators, which are linear operators, to fulfill the Kolmogorov equation, a linear equation. Then, marginalizing across data points is simple leading to training methods that work on large datasets.

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