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HE Yangbo
Associate Professor
heyb@math.pku.edu.cn
Office :1427S

Education

Ph. D

Peking University

2004

M. S.

Beijing Normal University

2001

B. S.

Beijing Normal University

1998

Research Interests

Graphical models and machine learning, mathematical finance.  (MathSciNet)

Selected Publications

  • He Yangbo, Jia Jinzhu and Yu Bin Reversible MCMC on Markov equivalence classes of sparse Directed acyclic graphs.Annals of Statistics, Aug 2013.
  • He Yangbo, Jia Jinzhu and Yu Bin Counting and Exploring Sizes of Markov Equivalence Classes of Directed Acyclic Graphs.Journal of Machine Learning Research, Dec 2015.
  • He Yangbo, Geng Zhi Active Learning of Causal Networks with Intervention Experiments and Optimal Designs.Journal of Machine Learning Research, Nov 2008.
  • He Yangbo, Geng Zhi, Liang Xing Learning Causal Structures Based on Markov Equivalence Class.Algorithmic Learning Theory LNAI 3734, 92-106 , 2005,Springer.