计算理论导引
Michael Sipser
Probabilistic Graphical Models: Principles and Techniques
Daphne Koller & Nir Friedman
Bayesian Data Analysis
Andrew Gelman
Numerical Optimization
Jorge Nocedal & Stephen J. Wright
Springer Series in Operations Research (1)
Non-Convex Optimization for Machine Learning
Prateek Jain & Purushottam Kar