Andreas Svensson

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 9

Top Topics

Top Venues

ACM Journal on Computing and Cultural Heritage

Publications

Paola Derudas, Federico Nurra, Andreas Svensson
New AIR for the Archaeological Process? The Use of 3D Web Semantic for Publishing Archaeological Reports. ACM Journal on Computing and Cultural Heritage 16 (3) (2023)
Elin Anna Topp, Maj Stenmark, Alexander Ganslandt, Andreas Svensson, Mathias Haage, Jacek Malec
Ontology-Based Knowledge Representation for Increased Skill Reusability in Industrial Robots. IROS (2018)
Andreas Svensson, Fredrik Lindsten
Learning dynamical systems with particle stochastic approximation EM. CoRR (2018)
Andreas Svensson, Thomas B. Schön
A flexible state-space model for learning nonlinear dynamical systems. Autom. 80 (2017)
Andreas Svensson, Fredrik Lindsten, Thomas B. Schön
Learning nonlinear state-space models using smooth particle-filter-based likelihood approximations. CoRR (2017)
Thomas B. Schön, Andreas Svensson, Lawrence M. Murray, Fredrik Lindsten
Probabilistic learning of nonlinear dynamical systems using sequential Monte Carlo. CoRR (2017)
Andreas Svensson, Dave Zachariah, Thomas B. Schön
How consistent is my model with the data? Information-Theoretic Model Check. CoRR (2017)
Andreas Svensson, Arno Solin, Simo Särkkä, Thomas B. Schön
Computationally Efficient Bayesian Learning of Gaussian Process State Space Models. AISTATS (2016)
Andreas Svensson, Thomas B. Schön
A flexible state space model for learning nonlinear dynamical systems. CoRR (2016)
Andreas Svensson, Thomas B. Schön, Manon Kok
Nonlinear state space smoothing using the conditional particle filter. CoRR (2015)
Andreas Svensson, Thomas B. Schön, Arno Solin, Simo Särkkä
Nonlinear State Space Model Identification Using a Regularized Basis Function Expansion. CoRR (2015)
Andreas Svensson, Johan Dahlin, Thomas B. Schön
Marginalizing Gaussian process hyperparameters using sequential Monte Carlo. CAMSAP (2015)
Andreas Svensson, Thomas B. Schön, Arno Solin, Simo Särkkä
Nonlinear state space model identification using a regularized basis function expansion. CAMSAP (2015)
Andreas Svensson, Thomas B. Schön, Fredrik Lindsten
Identification of jump Markov linear models using particle filters. CDC (2014)