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5:35
YouTube
DataMListic
Variational Inference - Explained
In this video, we break down variational inference — a powerful technique in machine learning and statistics — using clear intuition and step-by-step math. Learn how it turns intractable integrals into solvable optimization problems using concepts like the KL divergence and the ELBO. *Related Videos* Bayesian Optimization: https://youtu.be ...
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Artificial Intelligence | AI on Instagram: "Bayesian statistics is a way of thinking about probability that helps us make decisions and predictions by combining what we already know (called a prior) with new data we see. It is a large field with many popular applications (Bayesian networks, diffusion models, variational autoencoders), with a couple of key ideas. The probability density function (PDF), describes how likely different values of a variable are. This function is central to how we mak
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