Book of Proof
Richard Hammack
Pattern Recognition and Machine Learning
Christopher M. Bishop
Clean Code: A Handbook of Agile Software Craftsmanship
Robert C. Martin
Pattern Recognition and Machine Learning: Solutions to Exercises ...
Christopher M. Bishop & Markus Svensén
Algorithms for Convex Optimization
Nisheeth K. Vishnoi
Combinatorial Optimization: Theory and Algorithms
Bernhard Korte & Jens Vygen
Algorithms and Combinatorics (1)
Algorithms and Combinatorics (2)
Computers and Intractability: A Guide to the Theory of NP-completeness
Michael R. Garey & David S. Johnson
The Design of Approximation Algorithms
David P. Williamson & David B. Shmoys
Non-Convex Optimization for Machine Learning
Prateek Jain & Purushottam Kar
Numerical Optimization
Jorge Nocedal & Stephen J. Wright
Springer Series in Operations Research (1)
Proximal Algorithms
Neal Parikh & Stephen P. Boyd & Now Publishers