Learning Theory From First Principles
Francis Bach
Why Greatness Cannot Be Planned: The Myth of the Objective
Kenneth O. Stanley & Joel Lehman
深入理解计算机系统
Randal E. Bryant
Theory and Computation of Electromagnetic Fields
Jian-Ming Jin
Proofs and Refutations: The Logic of Mathematical Discovery
Imre Lakatos
Entropy and Diversity: The Axiomatic Approach
Tom Leinster
Information Theory, Inference and Learning Algorithms
David J. C. MacKay
Computer Vision: Models, Learning, and Inference
Simon J. D. Prince
How to Prove It: A Structured Approach
Daniel J. Velleman
Filtering and System Identification: A Least Squares Approach
Michel Verhaegen & Vincent Verdult
Algorithms for Convex Optimization
Nisheeth K. Vishnoi
The Design of Approximation Algorithms
David P. Williamson & David B. Shmoys