Optimization by Vector Space Methods

Convex Optimization

Linear Algebra and Learning from Data

Infinite Dimensional Analysis: A Hitchhiker's Guide

An Introduction to Statistical Thermodynamics (Dover Books on Physics)

Thermodynamics and Statistical Mechanics: An Integrated Approach (Cambridge Series in Chemical Engineering)

Deep Learning (Adaptive Computation and Machine Learning series)

Linear Algebra Done Right (Undergraduate Texts in Mathematics)

Convex Analysis (Princeton Landmarks in Mathematics and Physics)

Pattern Recognition and Machine Learning (Information Science and Statistics)

High-Dimensional Probability: An Introduction with Applications in Data Science (Cambridge Series in Statistical and Probabilistic Mathematics)