Johan Dahlin

Sequential Monte Carlo Methods for System Identification**This work was supported by the projects Learning of complex dynamical systems (Contract number: 637-2014-466) and Probabilistic modeling of dynamical systems (Contract number: 621-2013-5524), both funded by the Swedish Research Council.

Thomas B. Schön, Fredrik Lindsten, Johan Dahlin et al. · IFAC-PapersOnLine · 2015 · 33 citations · Full text

Complex Dynamical Systems, Engineering, Complex Systems +20

Sequential Monte Carlo Methods for System Identification

Thomas B. Schön, Fredrik Lindsten, Johan Dahlin et al. · arXiv (Cornell University) · 2015 · 31 citations · Full text

State Estimation, Nonlinear System Identification, Engineering +13

Ensemble approaches for improving community detection methods

Johan Dahlin, Pontus Svenson · arXiv (Cornell University) · 2013 · 23 citations · Full text

Engineering, Machine Learning, Community Mining +17

Accelerating pseudo-marginal Metropolis-Hastings by correlating auxiliary variables

Johan Dahlin, Fredrik Lindsten, Joel Kronander et al. · arXiv (Cornell University) · 2015 · 23 citations · Full text

Mathematical Programming, Pseudo-marginal Metropolis-hastings, Engineering +12

Particle metropolis hastings using Langevin dynamics

Johan Dahlin, Fredrik Lindsten, Thomas B. Schön · 2013 · 21 citations · Full text

Multivariate Stochastic Volatility, Particle Metropolis Hastings, Drift Terms +14