Adam M. Johansen
- The iterated auxiliary particle filter
2015/11/19 by Pieralberto Guarniero, Guarniero, Pieralberto, Adam M. Johansen +3 · 5 citations
Computer Science · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #Computation (stat.CO) #FOS: Computer and information sciences #Target Tracking and Data Fusion in Sensor Networks
- Unbiased and Consistent Nested Sampling via Sequential Monte Carlo
2018/05/10 by Robert Salomone, Leah F. South, Salomone, Robert +7 · 3 voices · 2 citations
#stat.CO
- Simple conditions for convergence of sequential Monte Carlo genealogies\n with applications
2020/06/30 by S. Brown, Brown, Suzie, Paul A. Jenkins +5 · 1 citation
Mathematics · Physics and Astronomy · #60J90 #60J95 #65C05 #65C35 #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Mathematical Approximation and Integration #Methodology (stat.ME) #Probability (math.PR) #Theoretical and Computational Physics
- Product-form estimators: exploiting independence to scale up Monte Carlo
2021/02/23 by Juan Kuntz, Kuntz, Juan, Francesca R. Crucinio +3 · 1 citation
Mathematics · #Advanced Statistical Methods and Models #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Probability (math.PR) #Statistical Methods and Inference #Statistics Theory (math.ST)
- Particle Semi-Implicit Variational Inference
2024/06/30 by Jen Ning Lim, Adam M. Johansen, Lim, Jen Ning +1 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
- Error bounds for particle gradient descent, and extensions of the log-Sobolev and Talagrand inequalities
2024/03/04 by Rocco Caprio, Caprio, Rocco, Juan Kuntz +5 · 1 voice · 1 citation
Medicine · Mathematics · #cs.LG #math.FA #math.OC #stat.CO #stat.ML
- Inference for Diffusion Processes via Controlled Sequential Monte Carlo and Splitting Schemes
2025/07/19 by Shu Huang, Huang, Shu, Richard G. Everitt +5 · 4 voices · 1 citation
#stat.CO #stat.ME