#Ridge Regression

• Homework 3 Solutions

  Oct 17, 2025

  Solutions to ML Homework 3 covering Support Vector Machines (SVM), dual optimization, kernel methods, and linear regression techniques including Ridge and Lasso with ISTA

• Homework 4 Solutions

  Oct 31, 2025

  Solutions to ML Homework 4 covering bias-variance decomposition in Ridge Regression, optimal classifier under squared loss, and model selection using k-fold cross-validation