TEST BANK FOR Linear Algebra and Optimization for Machine Learning By Charu C. Aggarwal Converted

1 Linear Algebra and Optimization: An Introduction 1 2 Linear Transformations and Linear Systems 17 3 Diagonalizable Matrices and Eigenvectors 35 4 Optimization Basics: A Machine Learning View 47 5 Optimization Challenges and Advanced Solutions 57 6 Lagrangian Relaxation and Duality 63 7 Singular Value Decomposition 71 8 Matrix Factorization 81 9 The Linear Algebra of Similarity 89 10 The Linear Algebra of Graphs 95 11 Optimization in Computational Graphs 101 vii Chapter 1 Linear Al...