Ml on My Learning Notes

Ml on My Learning Notes https://learning-notes-dz2.pages.dev/tags/ml/ Recent content in Ml on My Learning Notes Hugo -- 0.124.0 en Tue, 16 Jun 2026 07:19:01 +0000 The Curse of Dimensionality and Decision Theory https://learning-notes-dz2.pages.dev/posts/2024-09-02/ Mon, 02 Sep 2024 11:00:00 +0700 https://learning-notes-dz2.pages.dev/posts/2024-09-02/ High-dimensional data pitfalls (CoD) and core decision theory: risk, posterior-based rules, reject option. Transformations of random variables https://learning-notes-dz2.pages.dev/posts/2024-08-15/ Thu, 15 Aug 2024 01:12:07 +0700 https://learning-notes-dz2.pages.dev/posts/2024-08-15/ Change-of-variables for PDFs: scalar and multivariate cases, Jacobian determinant, convolution and CLT. Polynomial curve fitting https://learning-notes-dz2.pages.dev/posts/2024-07-05/ Fri, 05 Jul 2024 01:12:07 +0700 https://learning-notes-dz2.pages.dev/posts/2024-07-05/ Polynomial regression from least squares to Bayesian view: closed-form, regularization, predictive uncertainty.