Andreas Svensson

14 papers A 2Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2023 J jnl
New AIR for the Archaeological Process? The Use of 3D Web Semantic for Publishing Archaeological Reports.
ACM Journal on Computing and Cultural Heritage
Paola Derudas, Federico Nurra, Andreas Svensson
2018 J jnl
Learning dynamical systems with particle stochastic approximation EM.
CoRR
Andreas Svensson, Fredrik Lindsten
2018 A conf
Ontology-Based Knowledge Representation for Increased Skill Reusability in Industrial Robots.
IROS
Elin Anna Topp, Maj Stenmark, Alexander Ganslandt, Andreas Svensson, Mathias Haage, Jacek Malec
2017 J jnl
A flexible state-space model for learning nonlinear dynamical systems.
Autom.
Andreas Svensson, Thomas B. Schön
2017 J jnl
How consistent is my model with the data? Information-Theoretic Model Check.
CoRR
Andreas Svensson, Dave Zachariah, Thomas B. Schön
2017 J jnl
Learning nonlinear state-space models using smooth particle-filter-based likelihood approximations.
CoRR
Andreas Svensson, Fredrik Lindsten, Thomas B. Schön
2017 J jnl
Probabilistic learning of nonlinear dynamical systems using sequential Monte Carlo.
CoRR
Thomas B. Schön, Andreas Svensson, Lawrence M. Murray, Fredrik Lindsten
2016 J jnl
A flexible state space model for learning nonlinear dynamical systems.
CoRR
Andreas Svensson, Thomas B. Schön
2016 A conf
Computationally Efficient Bayesian Learning of Gaussian Process State Space Models.
AISTATS
Andreas Svensson, Arno Solin, Simo Särkkä, Thomas B. Schön
2015 — conf
Marginalizing Gaussian process hyperparameters using sequential Monte Carlo.
CAMSAP
Andreas Svensson, Johan Dahlin, Thomas B. Schön
2015 J jnl
Nonlinear State Space Model Identification Using a Regularized Basis Function Expansion.
CoRR
Andreas Svensson, Thomas B. Schön, Arno Solin, Simo Särkkä
2015 — conf
Nonlinear state space model identification using a regularized basis function expansion.
CAMSAP
Andreas Svensson, Thomas B. Schön, Arno Solin, Simo Särkkä
2015 J jnl
Nonlinear state space smoothing using the conditional particle filter.
CoRR
Andreas Svensson, Thomas B. Schön, Manon Kok
2014 — conf
Identification of jump Markov linear models using particle filters.
CDC
Andreas Svensson, Thomas B. Schön, Fredrik Lindsten