Probabilistic Models

Concept

A class of models within unsupervised learning, including both tractable (e.g., belief networks, autoregressive models) and intractable (e.g., Boltzmann machines, VAEs) types.

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Videos Mentioning Probabilistic Models

Foundations of Unsupervised Deep Learning (Ruslan Salakhutdinov, CMU)

Foundations of Unsupervised Deep Learning (Ruslan Salakhutdinov, CMU)

Lex Fridman

A class of models within unsupervised learning, including both tractable (e.g., belief networks, autoregressive models) and intractable (e.g., Boltzmann machines, VAEs) types.