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Journal Articles
- 2023
[j2]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): 57:1-57:23 (2023)- 2017
- [j1]Andreas Svensson, Thomas B. Schön:
A flexible state-space model for learning nonlinear dynamical systems. Autom. 80: 189-199 (2017)
Conference and Workshop Papers
- 2018
- [c5]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: 5672-5678 - 2016
- [c4]Andreas Svensson, Arno Solin, Simo Särkkä, Thomas B. Schön:
Computationally Efficient Bayesian Learning of Gaussian Process State Space Models. AISTATS 2016: 213-221 - 2015
- [c3]Andreas Svensson, Johan Dahlin, Thomas B. Schön:
Marginalizing Gaussian process hyperparameters using sequential Monte Carlo. CAMSAP 2015: 477-480 - [c2]Andreas Svensson, Thomas B. Schön, Arno Solin, Simo Särkkä:
Nonlinear state space model identification using a regularized basis function expansion. CAMSAP 2015: 481-484 - 2014
- [c1]Andreas Svensson, Thomas B. Schön, Fredrik Lindsten:
Identification of jump Markov linear models using particle filters. CDC 2014: 6504-6509
Informal and Other Publications
- 2018
- [i7]Andreas Svensson, Fredrik Lindsten:
Learning dynamical systems with particle stochastic approximation EM. CoRR abs/1806.09548 (2018) - 2017
- [i6]Thomas B. Schön, Andreas Svensson, Lawrence M. Murray, Fredrik Lindsten:
Probabilistic learning of nonlinear dynamical systems using sequential Monte Carlo. CoRR abs/1703.02419 (2017) - [i5]Andreas Svensson, Fredrik Lindsten, Thomas B. Schön:
Learning nonlinear state-space models using smooth particle-filter-based likelihood approximations. CoRR abs/1711.10765 (2017) - [i4]Andreas Svensson, Dave Zachariah, Thomas B. Schön:
How consistent is my model with the data? Information-Theoretic Model Check. CoRR abs/1712.02675 (2017) - 2016
- [i3]Andreas Svensson, Thomas B. Schön:
A flexible state space model for learning nonlinear dynamical systems. CoRR abs/1603.05486 (2016) - 2015
- [i2]Andreas Svensson, Thomas B. Schön, Manon Kok:
Nonlinear state space smoothing using the conditional particle filter. CoRR abs/1502.03697 (2015) - [i1]Andreas Svensson, Thomas B. Schön, Arno Solin, Simo Särkkä:
Nonlinear State Space Model Identification Using a Regularized Basis Function Expansion. CoRR abs/1510.00563 (2015)
Coauthor Index
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