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 blog.shakirm.com
Machine Learning Trick of the Day (3): Hutchinson's Trick - The Spectator
| | fa.bianp.net
On the Convergence of the Unadjusted Langevin Algorithm
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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 ...
| | francisbach.com
Unraveling spectral properties of kernel matrices - I - Machine Learning Research Blog
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| | tiao.io
A Primer on Pólya-gamma Random Variables - Part II: Bayesian Logistic Regression | Louis Tiao
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| | One weird trick to make exact inference in Bayesian logistic regression tractable.
| | yufeizhao.com
Jain-Sah-Sawhney: Singularity of discrete random matrices
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| The singularity probability for discrete random matrices.