Understanding Variational Inference Part 3 Purpose Of Variational Inference

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Key Takeaways about Variational Inference Part 3 Purpose Of Variational Inference

  • David Blei, Columbia University Computational Challenges in Machine Learning ...
  • Recorded at PyData Berlin 2025, https://2025.pycon.de/program/BCGJQB/ Learn how to scale Bayesian models to 50000 time ...
  • Blei et al. 2003: https://www.jmlr.org/papers/volume3/blei03a/blei03a.pdf Hoffman et al.
  • All right now let's talk about how amortized
  • ... paper they state that the

Detailed Analysis of Variational Inference Part 3 Purpose Of Variational Inference

In this video, we break down VI attempts to find an optimal surrogate posterior by maximizing the Evidence Lower Bound (=ELBO). The surrogate posterior acts ... Speaker: Max Welling (University of Amsterdam)

Variational

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