User:Yongjin

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[edit] Yongjin Park


  • Research Interest
    • Computational Biology
      • Unsupervised learning on biological network data
        • Probabilistic network clustering
        • Data integration of heterogeneous biological data
        • Network dynamics
      • Genomic data analysis
        • Causality from gene expression data (Master's thesis)
        • Population structure inference (class project, 2007)
    • Statistical Machine Learning
      • Probabilistic graphical model
        • Stochastic data modeling
        • Theory
      • Bayesian statistics (converted to a Bayesian from 2007)
        • Approximate inference algorithms
        • Non-parametric Bayesian (interested from 2008)
    • Scientific computing
      • Matlab with Tom Minka and Kevin Murphy's tool boxes
      • R/Splus
      • Python with Scipy and numpy
      • Ocaml with GSL / LAPACK interface module


  • Education
    • Seoul National University, Korea (B.S. Biological Science / Computer Sci&Eng) 2006
    • Carnegie Mellon University, USA (M.S. Computational Biology) 2008
    • Johns Hopkins University, USA (Ph.D. Biomedical Engineering) 2008 - current
Teaching
Private