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 ...
- All right now let's talk about how amortized
- 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.
- Nordic Probabilistic AI School (ProbAI) 2024 Materials: https://github.com/probabilisticai/nordic-probai-2024 Cutting and Editing: ...
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)
In this lecture, we study
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