STAT 695 / ECE 695: Sparse Modeling and Algorithms in Statistical Learning

Professor Stanley H. Chan, Purdue University, Spring 2018

Announcement

  • Welcome to STAT 695 / ECE 695!

Course Information

Lecture: MWF 1:30-2:20
Room: TME 1012

Instructor: Professor Stanley H. Chan
Room: MSEE 338
Email: stanchan AT purdue DOT edu
Office Hour: By appointment

Syllabus: Download (PDF) (last update: 1/7/2017)
Schedule: Download (PDF) (last update: 1/7/2017)

Lecture Note

Lecutre 00 Introduction
Lecutre 01 Least Squares, regularized least squares, LASSO

Reading Assignment

List of Papers
Reading 1, Due 19-Jan, 2018 (Friday).

Survey and Forms

Pre-course Survey
Audit Agreement Form

Project

LaTeX Template (Reading): (ZIP) (PDF)
LaTeX Template (Proposal): (ZIP) (PDF)
LaTeX Template (Report): (ZIP) (PDF)

LaTeX Installation and Tutorial

MikTeX Installation (Youtube)
MikTeX on Windows and Ubuntu (Youtube)
MacTeX on Mac (Youtube)