Exploring The Challenges In Variational Inference Visualization

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  • Sam Liu, Ph.D. student in the INC Lab, presents his work at the Magnetism and Magnetic Materials 2022 Conference.
  • Recorded at PyData Berlin 2025, https://2025.pycon.de/program/BCGJQB/ Learn how to scale Bayesian models to 50000 time ...
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  • TITLE: MCMC vs.

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VI attempts to find an optimal surrogate posterior by maximizing the Evidence Lower Bound (=ELBO). The surrogate posterior acts ... In real-world applications, the posterior over the latent variables Z given some data D is usually intractable. But we can use a ... In this video, we break down David Blei, Columbia University Computational

This video explores Amortized

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