Completed
Local perturbations
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Optimization in Signal Processing and Machine Learning
Automatically move to the next video in the Classroom when playback concludes
- 1 Introduction
- 2 Welcome
- 3 What is optimization
- 4 Experiment
- 5 Setup
- 6 Optimization Problem
- 7 Questions
- 8 Sign permutation symmetry
- 9 Matlab
- 10 Overcomplete dictionaries
- 11 Practice gap
- 12 How can we understand
- 13 Nonconvex optimization
- 14 Local geometry
- 15 Dictionary learning
- 16 Objective function
- 17 Geometric intuition
- 18 Blind Deconvolution
- 19 Local perturbations
- 20 Simulation results
- 21 Theory
- 22 Geometric Theorem
