Lecture

Generative Models: Crash Course

In course

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Description

This lecture provides a crash course on generative models, covering topics such as exponential families, Boltzmann machines, Ising models, sampling methods, Metropolis algorithm, and Monte Carlo Markov Chain. The instructor explains the concepts with a focus on practical applications and theoretical foundations.

Instructor

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Official source

https://mediaspace.epfl.ch/media/0_7qnetewj

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