Statistical Learning XYZ
统计学习XYZ是课程“统计学习ABC”的续集。本课程主要介绍统计学习的高级模型和算法,以及相关应用。安排时间讲解优秀论文。编写程序演示算法的效果。兼顾知识与趣味。
Lecturer
Date
14th March ~ 8th June, 2022
Website
Prerequisite
线性代数、实分析、概率论、统计学
Reference
周志华. 集成学习;杨强. 迁移学习
Video Public
No
Notes Public
No
Lecturer Intro
Congwei Song received the master degree in applied mathematics from the Institute of Science in Zhejiang University of Technology, and the Ph.D. degree in basic mathematics from the Department of Mathematics, Zhejiang University, worked in Zhijiang College of Zhejiang University of Technology as an assistant from 2014 to 2021, from 2021 on, worked in BIMSA as asistant researcher. His research interests include machine learning, as well as wavelet analysis and harmonic analysis.