Course Outline


Lecture Notes

Introduction: Introduction.pdf

Fundamentals: Fundamentals.pdf

Perceptron: Perceptron.pdf

Neural Network: NeuralNetwork.pdf

Low Rank Matrix Approximation: LowRankMatrixApproximation.pdf

Low Rank Matrix Recovery: LowRankMatrixRecovery.pdf

Robust Low Rank Matrix Recovery: RobustLowRankMatrixRecovery.pdf

Sparse Approximation: SparseApproximation.pdf