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    • POPULATION MONTE CARLO SAMPLING FOR HIGH DIMENSIONAL PROBLEMS 

      Shen, Bingxin (The Graduate School, Stony Brook University: Stony Brook, NY., 1-Aug-11)
      Many real-world data analysis problems involve estimating unknowns and approximating their posterior distributions when only partial or inaccurate/noised observations are available. In most cases, the system models are ...