Edward L. Ionides
- 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)
- 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
- 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
- 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)