Andreas Svensson

Identifiers

• name variant Andreas Svensson 0.60 · backfill

Papers (12)

1. Data Consistency Approach to Model Validation stat.ME · 2018 · author #1
2. How consistent is my model with the data? Information-Theoretic Model Check stat.ML · 2017 · author #1
3. Learning nonlinear state-space models using smooth particle-filter-based likelihood approximations stat.CO · 2017 · author #1
4. Probabilistic learning of nonlinear dynamical systems using sequential Monte Carlo stat.CO · 2017 · author #2
5. Learning of state-space models with highly informative observations: a tempered Sequential Monte Carlo solution stat.CO · 2017 · author #1
6. A flexible state space model for learning nonlinear dynamical systems stat.CO · 2016 · author #1
7. Nonlinear State Space Model Identification Using a Regularized Basis Function Expansion stat.CO · 2015 · author #1
8. Computationally Efficient Bayesian Learning of Gaussian Process State Space Models stat.CO · 2015 · author #1
9. Sequential Monte Carlo Methods for System Identification stat.CO · 2015 · author #6
10. Nonlinear state space smoothing using the conditional particle filter stat.CO · 2015 · author #1
11. Marginalizing Gaussian Process Hyperparameters using Sequential Monte Carlo stat.ML · 2015 · author #1
12. Identification of jump Markov linear models using particle filters stat.CO · 2014 · author #1

Mentions

• 1711.10765 #1 · arxiv_oai · confidence 0.70 Andreas Svensson
• 1703.02419 #2 · arxiv_oai · confidence 0.70 Andreas Svensson
• 1603.05486 #1 · arxiv_oai · confidence 0.70 Andreas Svensson
• 1510.00563 #1 · arxiv_oai · confidence 0.70 Andreas Svensson
• 1502.03697 #1 · arxiv_oai · confidence 0.70 Andreas Svensson
• 1506.02267 #1 · backfill · confidence 0.70 Andreas Svensson
• 1503.06058 #6 · backfill · confidence 0.70 Andreas Svensson
• 1502.03697 #1 · backfill · confidence 0.70 Andreas Svensson
• 1502.01908 #1 · backfill · confidence 0.70 Andreas Svensson
• 1409.7287 #1 · backfill · confidence 0.70 Andreas Svensson

Frequent Coauthors

• Thomas B. Sch\"on 12 shared papers
• Fredrik Lindsten 5 shared papers
• Arno Solin 2 shared papers
• Dave Zachariah 2 shared papers
• Johan Dahlin 2 shared papers
• Simo S\"arkk\"a 2 shared papers
• Christian A. Naesseth 1 shared papers
• Johan W{\aa}gberg 1 shared papers
• Lawrence Murray 1 shared papers
• Liang Dai 1 shared papers
• Manon Kok 1 shared papers
• Petre Stoica 1 shared papers