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Edward L. Ionides

  1. Inference on high-dimensional implicit dynamic models using a guided\n intermediate resampling filter
    2017/08/28 by Joonha Park, Park, Joonha, Edward L. Ionides +1 · 1 citation
    Mathematics · #COVID-19 epidemiological studies #FOS: Computer and information sciences #Methodology (stat.ME)
  2. Exact phylodynamic likelihood via structured Markov genealogy processes
    2024/05/27 by Aaron A. King, Qianying Lin, King, Aaron A. +3 · 1 citation
    #q-bio.QM #math.PR #q-bio.PE #stat.AP
  3. Accelerated Inference for Partially Observed Markov Processes using Automatic Differentiation
    2024/07/03 by Kevin Tan, Tan, Kevin, Giles Hooker +3 · 2 citations
    Computer Science · Decision Sciences · Mathematics · #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Methodology (stat.ME) #Simulation Techniques and Applications #Statistical Methods and Inference
  4. Iterated Block Particle Filter for High-dimensional Parameter Learning: Beating the Curse of Dimensionality
    2021/10/20 by Ning Ning, Ning, Ning, Edward L. Ionides +1 · 2 citations
    Computer Science · Mathematics · #Applications (stat.AP) #Bayesian Methods and Mixture Models #COVID-19 epidemiological studies #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)