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Stochastic Blog

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11:12
2026-09-04
stochastic.blog
machine-learning

Kernels, margins, and ensembles

A Stochastic Blog analysis of the UCI Adult Census Income dataset found that an ensemble of models achieved the best AUC of 0.907, outperforming individual generative classifiers and support vector ma…

13:45
2026-07-24
stochastic.blog
machine-learning

The linear algebra and calculus behind every model

Every machine learning model, from linear regression to deep neural networks, rests on linear algebra, calculus, and convex optimization, according to a Stochastic Blog post. The post builds each conc…

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