References

Boyd, Stephen, and Lieven Vandenberghe. 2004. Convex Optimization. Cambridge University Press.

Boyd, Stephen, and Lieven Vandenberghe. 2018. Introduction to Applied Linear Algebra: Vectors, Matrices, and Least Squares. Cambridge University Press.

Deisenroth, Marc Peter, A. Aldo Faisal, and Cheng Soon Ong. 2020. Mathematics for Machine Learning. Cambridge University Press. https://mml-book.github.io/.

Goodfellow, Ian, Yoshua Bengio, and Aaron Courville. 2016. Deep Learning. MIT Press.

Hastie, Trevor, Robert Tibshirani, and Jerome Friedman. 2009. The Elements of Statistical Learning. 2nd ed. Springer.

Strang, Gilbert. 2016. Introduction to Linear Algebra. 5th ed. Wellesley-Cambridge Press.

Wasserman, Larry. 2004. All of Statistics: A Concise Course in Statistical Inference. Springer.