Pattern Recognition and Machine Learning
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计算理论导引
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Recommender Systems: The Textbook
Charu C. Aggarwal
The Design of Approximation Algorithms
David P. Williamson & David B. Shmoys
Algorithms for Convex Optimization
Nisheeth K. Vishnoi
Proximal Algorithms
Neal Parikh & Stephen P. Boyd & Now Publishers
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)
Non-Convex Optimization for Machine Learning
Prateek Jain & Purushottam Kar
Computers and Intractability: A Guide to the Theory of NP-completeness
Michael R. Garey & David S. Johnson