Johan Dahlin

Publication Activity (10 Years)

Years Active: 2011-2020
Publications (10 Years): 6

Top Topics

Dynamical Models

Hyperparameters

Gaussian Process

Top Venues

Publications

Johannes N. Hendriks, Adrian Wills, Brett Ninness, Johan Dahlin
Practical Bayesian System Identification using Hamiltonian Monte Carlo. CoRR (2020)
Olov Andersson, Per Sidén, Johan Dahlin, Patrick Doherty, Mattias Villani
Real-Time Robotic Search using Hierarchical Spatial Point Processes. CoRR (2019)
Olov Andersson, Per Sidén, Johan Dahlin, Patrick Doherty, Mattias Villani
Real-Time Robotic Search using Structural Spatial Point Processes. UAI (2019)
Mark P. Balenzuela, Johan Dahlin, Nathan Bartlett, Adrian G. Wills, Christopher Renton, Brett Ninness
Accurate Gaussian Mixture Model Smoothing using a Two-Filter Approach. CDC (2018)
Patricio E. Valenzuela, Johan Dahlin, Cristian R. Rojas, Thomas B. Schön
On robust input design for nonlinear dynamical models. Autom. 77 (2017)
Patricio E. Valenzuela, Johan Dahlin, Cristian R. Rojas, Thomas B. Schön
Particle-based Gaussian process optimization for input design in nonlinear dynamical models. CDC (2016)
Johan Dahlin, Fredrik Lindsten, Thomas B. Schön
Particle Metropolis-Hastings using gradient and Hessian information. Stat. Comput. 25 (1) (2015)
Andreas Svensson, Johan Dahlin, Thomas B. Schön
Marginalizing Gaussian process hyperparameters using sequential Monte Carlo. CAMSAP (2015)
Daniel Hultqvist, Jacob Roll, Fredrik Svensson, Johan Dahlin, Thomas B. Schön
Detecting and positioning overtaking vehicles using 1D optical flow. Intelligent Vehicles Symposium (2014)
Joel Kronander, Thomas B. Schön, Johan Dahlin
Backward sequential Monte Carlo for marginal smoothing. SSP (2014)
Joel Kronander, Johan Dahlin, Daniel Jönsson, Manon Kok, Thomas B. Schön, Jonas Unger
Real-time video based lighting using GPU raytracing. EUSIPCO (2014)
Johan Dahlin, Fredrik Lindsten, Thomas B. Schön
Particle metropolis hastings using Langevin dynamics. ICASSP (2013)
Johan Dahlin, Pontus Svenson
Ensemble approaches for improving community detection methods. CoRR (2013)
Johan Dahlin, Fredrik Johansson, Lisa Kaati, Christian Mårtenson, Pontus Svenson
Combining Entity Matching Techniques for Detecting Extremist Behavior on Discussion Boards. ASONAM (2012)
Johan Dahlin, Pontus Svenson
A Method for Community Detection in Uncertain Networks. EISIC (2011)