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almostsuremath.com | ||
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fa.bianp.net
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| | | | | The Langevin algorithm is a simple and powerful method to sample from a probability distribution. It's a key ingredient of some machine learning methods such as diffusion models and differentially private learning. In this post, I'll derive a simple convergence analysis of this method in the special case when the ... | |
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stevensoojin.kim
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| | | | | A survey of Poincaré inequalities appearing outside of PDE. | |
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blog.georgeshakan.com
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| | | | | In this post, I talk about the mathematical foundations of PCA | |
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sander.ai
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| | | This is an addendum to my post about typicality, where I try to quantify flawed intuitions about high-dimensional distributions. | ||
