Pattern Recognition and Machine Learning
Christopher M. Bishop
Proofs: A Long-Form Mathematics Textbook
Jay Cummings
Non-Convex Optimization for Machine Learning
Prateek Jain & Purushottam Kar
Probabilistic Graphical Models: Principles and Techniques
Daphne Koller & Nir Friedman
Reading, Writing, and Proving: A Closer Look at Mathematics
Ulrich Daepp & Pamela Gorkin
Collection of Problems in Probability Theory
L. D. Meshalkin
Combinatorial Optimization: Theory and Algorithms
Bernhard Korte & Jens Vygen
Algorithms and Combinatorics (2)