Niklas Wahlstr\"om

Identifiers

• name variant Niklas Wahlstr\"om 0.60 · backfill

Papers (12)

1. Structure-Preserving Gaussian Processes Via Discrete Euler-Lagrange Equations cs.LG · 2026 · author #3
2. Simultaneous State Estimation and Online Model Learning in a Soft Robotic System eess.SY · 2026 · author #4
3. Learning Dynamics from Input-Output Data with Hamiltonian Gaussian Processes cs.LG · 2025 · author #3
4. Probabilistic approach to limited-data computed tomography reconstruction cs.CV · 2018 · author #3
5. Probabilistic modelling and reconstruction of strain physics.data-an · 2018 · author #3
6. Data-Driven Impulse Response Regularization via Deep Learning cs.SY · 2018 · author #2
7. Linearly constrained Gaussian processes stat.ML · 2017 · author #2
8. Data-Efficient Learning of Feedback Policies from Image Pixels using Deep Dynamical Models cs.AI · 2015 · author #2
9. Modeling and interpolation of the ambient magnetic field by Gaussian processes cs.RO · 2015 · author #3
10. From Pixels to Torques: Policy Learning with Deep Dynamical Models stat.ML · 2015 · author #1
11. Learning deep dynamical models from image pixels stat.ML · 2014 · author #1
12. Discretizing stochastic dynamical systems using Lyapunov equations math.DS · 2014 · author #1

Mentions

• 1402.1358 #1 · backfill · confidence 0.70 Niklas Wahlstr\"om
• 2602.14092 #4 · arxiv_oai · confidence 0.70 Niklas Wahlstr\"om

Frequent Coauthors

• Thomas B. Sch\"on 11 shared papers
• Carl Jidling 3 shared papers
• Jan-Hendrik Ewering 3 shared papers
• Marc Peter Deisenroth 3 shared papers
• Thomas Seel 3 shared papers
• Adrian Wills 2 shared papers
• Simo S\"arkk\"a 2 shared papers
• Alexander Gregg 1 shared papers
• Arno Solin 1 shared papers
• Carl Andersson 1 shared papers
• Christopher Wensrich 1 shared papers
• Fredrik Gustafsson 1 shared papers
• Johannes Hendriks 1 shared papers
• John-Alexander M. Assael 1 shared papers
• Kathrin Fla{\ss}kamp 1 shared papers
• Manon Kok 1 shared papers
• Max Bartholdt 1 shared papers
• Patrix Axelsson 1 shared papers
• Robin E. Herrmann 1 shared papers
• Simon F. G. Ehlers 1 shared papers