Aaron M. King
Artificial Intelligence · 2004–2015
A researcher in the Science corpus: 5 papers; trusts 31 researchers and is trusted by 36 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 29 citations into it; #17,852 of 35,345 by trust here, #21,878 by citations
- Statistics and Probability — 26 citations into it
- Modeling and Simulation — 10 citations into it
- Ecology — 8 citations into it
- Education — 8 citations into it
- Probabilistic & Bayesian Methods — 8 citations into it
- Clinical Psychology — 7 citations into it
- Global and Planetary Change — 5 citations into it
Whom Aaron M. King trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Christophe Andrieu
- Olivier Capp'e
- Simon N. Wood
- Jane Liu
- Arnaud Doucet
- Edward L. Ionides
- Eric A. Wan
- J. Bronstein
- Randal Douc
- Scott Anthony Sisson
Who trusts Aaron M. King overall
- Liam J. Revell
- Luke J. Harmon
- Edward L. Ionides
- Lam Si Tung Ho
- T. Ingram
- Dean C. Adams
- Josef C. Uyeda
- Cécile Ané
- J. Clavel
- Theodore Garland Jr.
Papers from Aaron M. King's perspective
Ordered by how strongly the researchers Aaron M. King trusts endorse each paper. Same corpus, a different order for every researcher.
- Monte Carlo Strategies in Scientific Computing
- Sequential Monte Carlo without likelihoods
- A Tutorial on Particle Filtering and Smoothing: Fifteen years later
- Combined Parameter and State Estimation in Simulation-Based Filtering (Sequential Monte Carlo Methods in Practice)
- Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems
- The pseudo-marginal approach for efficient Monte Carlo computations
- Particle filters for state-space models with the presence of unknown static parameters (IEEE Transactions on Signal Processing)
- Sequential Monte Carlo methods for dynamic systems
- Comparison of resampling schemes for particle filtering
- Filtering via Simulation: Auxiliary Particle Filters
Their papers
- Phylogenetic Comparative Analysis: A Modeling Approach for Adaptive Evolution (2004) — 1,399 citations
- Statistical Inference for Partially Observed Markov Processes via the R Package pomp (2015) — 356 citations
- Creating Birds of Similar Feathers: Leveraging Similarity to Improve Teacher-Student Relationships and Academic Achievement. (2015) — 220 citations
- Plug-and-play inference for disease dynamics: measles in large and small populations as a case study (2009) — 308 citations
- Inference for nonlinear dynamical systems (2006) — 518 citations