L2-regularization-ridge-regression-course

Zenodo (CERN European Organization for Nuclear Research) 2026 Open access

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Authors: Ruslan Senatorov
DOI: 10.5281/zenodo.18821471
Cited by: 0

Abstract

This project provides a mathematically rigorous treatment and production-style implementation of the L2 regularization ridge regression optimization algorithm, including theoretical derivation, convergence analysis, and numerical experiments.

Fields of Study & Subjects

Stochastic Gradient Optimization Techniques Advanced Statistical Methods and Models Matrix Theory and Algorithms

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
1 March 2026
Language
EN