Entropy and Diversity: The Axiomatic Approach
Tom Leinster
Proofs: A Long-Form Mathematics Textbook
Jay Cummings
Information Theory, Inference and Learning Algorithms
David J. C. MacKay
Introduction to Linear Algebra 5th Edition
Gilbert Strang
Computers and Intractability: A Guide to the Theory of NP-completeness
Michael R. Garey & David S. Johnson
Numerical Optimization
Jorge Nocedal & Stephen J. Wright
Springer Series in Operations Research (1)
Combinatorial Optimization: Theory and Algorithms
Bernhard Korte & Jens Vygen
Algorithms and Combinatorics (1)
Algorithms and Combinatorics (2)
The Design of Approximation Algorithms
David P. Williamson & David B. Shmoys
Proximal Algorithms
Neal Parikh & Stephen P. Boyd & Now Publishers
Non-Convex Optimization for Machine Learning
Prateek Jain & Purushottam Kar
Algorithms for Convex Optimization
Nisheeth K. Vishnoi