Statistical Learning Theories and Applications (统计学习理论与应用)

写在前面

• 任课教师：文泉
• 参考教材：李航，统计学习方法（第2版），清华大学出版社，2019
• 评分标准：

1 Final Exam 50%: Open book test in two hours.
2 Projects 40%: Four projects (Regression, SVM, MLP, and Adaboost).
3 Presentation 10%: Presentation of new topics of machine learning by students).

知识点总结