The Matrix Cookbook
Kaare Brandt Petersen & Michael Syskind Pedersen
Elements of Programming Interviews: The Insiders' Guide
Adnan Aziz & Tsung-Hsien Lee & Amit Prakash
Matrix Computations
Gene Howard Golub & Charles F. van Loan
Non-Convex Optimization for Machine Learning
Prateek Jain & Purushottam Kar
Numerical Optimization
Jorge Nocedal & Stephen J. Wright
Springer Series in Operations Research (1)