#65 Prof. PEDRO DOMINGOS [Unplugged]
Machine Learning Street Talk (MLST)
The Importance of Understanding Generative Models
Generative models are costly, but some people argue that we need them. However, there's a blind theory that neural networks don't extrapolate but rather interpolate. Generative models are convergent and lack genuine extrapolation. G Floe Nets allow for exploration of the unknown. It's important to properly understand the role of generative models before using them.
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