Proofs: A Long-Form Mathematics Textbook
Jay Cummings
Matrix Computations
Gene Howard Golub & Charles F. van Loan
Combinatorial Optimization: Theory and Algorithms
Bernhard Korte & Jens Vygen
Algorithms and Combinatorics (1)
Machine Learning, Second Edition: A Probabilistic Perspective
Kevin P. Murphy
Proofs and Refutations: The Logic of Mathematical Discovery
Imre Lakatos
Information Theory, Inference and Learning Algorithms
David J. C. MacKay
The Design of Approximation Algorithms
David P. Williamson & David B. Shmoys
Computer Vision: Models, Learning, and Inference
Simon J. D. Prince
Filtering and System Identification: A Least Squares Approach
Michel Verhaegen & Vincent Verdult
How to Prove It: A Structured Approach
Daniel J. Velleman
Entropy and Diversity: The Axiomatic Approach
Tom Leinster
Algorithms for Convex Optimization
Nisheeth K. Vishnoi