2026 Fall UVA CS - Machine Learning
TuTh 3:30pm-4:45PM
Schedule
Syllabus
Assignments
All-In-OnePage
Topics-as-Tables
Annoucements
Lasso and Elastic Net
Slides
S1-lrRegularized
(version: current)
Videos
Extra M3
Original
ยท
AI-Clone
Readings
Robert Tibshirani (1996),
Regression Shrinkage and Selection via the Lasso
Hui Zou & Trevor Hastie (2005),
Regularization and Variable Selection via the Elastic Net
Extra Readings
Elastic paper
Category
tabular
Tags
2Regression
Optimization
Regularization
ModelSelection
Att: the following markdown text was generated from the corresponding powerpoint lecture file automatically. Errors and misformatting, therefore, do exist (a lot!)!