Machine Learning — Lagrange multiplier & Dual decomposition

Optimization is a critical step in ML. In this Machine Learning series, we will take a quick look into the optimization problems and then look into two specific optimization methods, namely Lagrange…

Statistical Machine Learning Part 15 - Convex optimization, Lagrangian, dual problem

Machine Learning — Lagrange multiplier & Dual decomposition, by Jonathan Hui

Machine Learning — Lagrange multiplier & Dual decomposition, by Jonathan Hui

The Lagrange Dual Decomposition Algorithm for Statistical Resource

Algorithms, Free Full-Text

RL — Dual Gradient Descent. Dual Gradient Descent is a popular…, by Jonathan Hui

Entropy, Free Full-Text

Lagrangian Multiplier - an overview

Lagrange Multiplier Approach with Inequality Constraints

Mathematics, Free Full-Text

PDF] A novel augmented Lagrangian method of multipliers for optimization with general inequality constraints

Optimization in Machine Learning – Journaling our exploration of optimization in the context of machine learning.