Learning Theory From First Principles
Francis Bach
Probabilistic Graphical Models: Principles and Techniques
Daphne Koller & Nir Friedman
Heard on the Street: Quantitative Questions From Wall Street ...
Timothy Falcon Crack
Hyperparameter Optimization in Machine Learning
Luca Franceschi
计算理论导引
Michael Sipser
编译原理
Alfred V. Aho
算法导论
Thomas H. Cormen
深入理解计算机系统
Randal E. Bryant
斯坦福算法博弈论二十讲
Tim Roughgarden
多处理器编程的艺术
Maurice Herlihy