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Wei Lin | Peking University - 北京大学数学科学学院 Wei Lin Associate Professor Department of Probability and Statistics School of Mathematical Sciences and Center for Statistical Science Peking University Beijing 100871, China weilin (at) math pku edu cn Curriculum Vitae Representative Publications
Wei Lin Curriculum Vitae (June 2024) - 北京大学数学科学学院 Wei Lin Curriculum Vitae 4 “Merging Algorithms in Data Analysis: Research and Education,” National Natural Science Foundation of China Tianyuan Fund for Mathematics Grant 11626244, Co-Investigator (PI: Pingwen Zhang),
Wei Lin | Teaching - 北京大学数学科学学院 Wei Lin @ PKU » Home » Publications » Software » Teaching 00103335: Deep Learning and Reinforcement Learning Course Description As highly successful and widely applied machine learning methods, deep learning and reinforcement learning are the core techniques underlying the latest major breakthroughs in the field of AI Building on the
Wei Lin | Teaching - 北京大学数学科学学院 Wei Lin @ PKU » Home » Publications » Software » Teaching Courses Spring 2025 00137960: Statistical Thinking Fall 2024 00103335: Deep Learning and Reinforcement Learning Spring 2024 00133110: Applied Regression Analysis Spring 2023 00101756: Modern Statistical Modeling Fall 2022
Wei Lin | Teaching - 北京大学数学科学学院 Wei Lin @ PKU » Home » Publications » Software » Teaching 00102721: Advanced Theory of Statistics II Course Description This course continues and extends the study of statistical theory initiated in Advanced Theory of Statistics
Wei Lin | Publications - 北京大学数学科学学院 Lin, W (2006) On the connection between some graph invariants and the synchronizability of networks Master’s thesis, University of Minnesota Duluth PDF
Wei Lin | Teaching - 北京大学数学科学学院 Wei Lin @ PKU » Home » Publications » Software » Teaching 00133110: Applied Regression Analysis Course Description This is an undergraduate-level course for students majoring in statistics, probability, or any other field where applied statistics plays an essential role Methodology and theory for linear regression will be introduced
Wei Lin | Teaching - 北京大学数学科学学院 Wei Lin @ PKU » Home » Publications » Software » Teaching 00102892: Statistical Learning Course Description This introductory statistical machine learning course is designed for graduate and advanced undergraduate students in statistics and probability, applied mathematics, and other fields involving learning from data The course covers
Wei Lin | Teaching - 北京大学数学科学学院 Wei Lin @ PKU » Home » Publications » Software » Teaching 00101756: Modern Statistical Modeling Course Description This course deals with a variety of statistical models and methods that generalize classical linear regression to include many others that have been found useful in statistical analysis and applications We will first review
Wei Lin | Software - 北京大学数学科学学院 Wei Lin @ PKU » Home » Publications » Software » Teaching Software CVS An R package for compositional variable selection with regularization via the coordinate descent method of multipliers IV2SR An R package implementing two-stage regularization methods in high-dimensional instrumental variables regression