Publications for Johan Dahlin
Co-author map based on ISI articles 2007-

Conference Articles

Joel Kronander, Thomas B. Schön and Johan Dahlin
  Backward sequential Monte Carlo for marginal smoothing
  Proceedings of the 2014 IEEE Statistical Signal Processing Workshop, 2014.

P. E. Valenzuela, Johan Dahlin, C. R. Rojas and Thomas Schön
  A graph/particle-based method for experiment design in nonlinear systems
  19th IFAC World Congress, Cape Town, South Africa, August 24-29, 2014.

Johan Dahlin and Fredrik Lindsten
  Particle filter-based Gaussian process optimisation for parameter inference
  19th IFAC World Congress, Cape Town, South Africa, August 24-29, 2014.

Joel Kronander, Johan Dahlin, Daniel Jönsson, Manon Kok, Thomas Schön and Jonas Unger
  Real-time video based lighting using GPU raytracing
  Proceedings of the 22nd European Signal Processing Conference (EUSIPCO), 2014, 2014.

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Johan Dahlin, Fredrik Lindsten and Thomas Schön
  Particle Metropolis Hastings using Langevin Dynamics
  Proceedings of the 38th International Conference on Acoustics, Speech, and Signal Processing, 2013.

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Johan Dahlin, Fredrik Johansson, Lisa Kaati, Christian Martenson and Pontus Svenson
  Combining Entity Matching Techniques for Detecting Extremist Behavior on Discussion Boards
  Advances in Social Networks Analysis and Mining (ASONAM), 2012, 2012.

Johan Dahlin, Fredrik Lindsten, Thomas Bo Schön and Adrian George Wills
  Hierarchical Bayesian approaches for robust inference in ARX models
  Proceedings from the 16th IFAC Symposium on System Identification, 2012, 2012.

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Licentiate Theses

Johan Dahlin
  Sequential Monte Carlo for inference in nonlinear state space models

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Johan Dahlin, Thomas Bo Schön and Mattias Villani
  Approximate inference in state space models with intractable likelihoods using Gaussian process optimisation
  LiTH-ISY-R, 3075, 2014.

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Johan Dahlin, Fredrik Lindsten, Thomas Schön and Adrian Wills
  Robust ARX Models with Automatic Order Determination and Student's t Innovations
  LiTH-ISY-R, 3041, 2011.

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