Cambridge University Press Mathematical Aspects of Deep Learning

Mathematical Foundations of Deep Learning Models and Algorithms (Graduate Studies in Mathematics)

American Mathematical Society

Algorithmic Aspects of Machine Learning

Cambridge University Press

Mathematical Analysis of Machine Learning Algorithms

Cambridge University Press

Mathematics for Machine Learning

Cambridge University Press

Understanding Machine Learning: From Theory to Algorithms

Cambridge University Press

Mathematical Foundations for Deep Learning

Fundamentals of Machine Learning and Deep Learning in Medicine

Springer

The Science of Deep Learning

Cambridge University Press

Deep Learning in Science

Cambridge University Press

Mathematics of Deep Learning: An Introduction (De Gruyter Textbook)

De Gruyter

Data Mining and Machine Learning: Fundamental Concepts and Algorithms

Cambridge University Press

Deep Learning for Biomedical Image Reconstruction

Mathematical Engineering of Deep Learning - Chapman and Hall/CRC

Chapman and Hall/CRC

Mathematical Engineering of Deep Learning (Chapman & Hall/CRC Data Science Series)

Chapman and Hall/CRC

The Principles of Deep Learning Theory: An Effective Theory Approach to Understanding Neural Networks

Cambridge University Press

Introduction to Machine Learning: From Math to Code

Cambridge University Press

Machine Learning for Speaker Recognition

Cambridge University Press

Foundations of Deep Learning (Machine Learning: Foundations, Methodologies, and Applications)

Springer

Statistical Mechanics of Learning

Cambridge University Press

Deep Learning on Graphs

Cambridge University Press

Deep Learning Architectures: A Mathematical Approach (Springer Series in the Data Sciences)

Springer

Fundamentals and Methods of Machine and Deep Learning: Algorithms, Tools, and Applications

Neural Machine Translation

Cambridge University Press

Machine Learning Fundamentals: A Concise Introduction

Cambridge University Press