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researcher

Niklas Wahlstrom

17 papers hereh-index 161.2k citations29 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author11
  • last author4

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • stat.ML7
  • cs.LG4
  • eess.SY4
  • cs.AI1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedLinearly constrained Gaussian processes

32 citations · 91 across the 11 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.CV2018★ 16 cited

Probabilistic approach to limited-data computed tomography reconstruction

Zenith Purisha, Carl Jidling, Niklas Wahlström +2

In this work, we consider the inverse problem of reconstructing the internal structure of an object from limited x-ray projections. We use a Gaussian process prior to model the tar…

eess.SY2018

Data-Driven Impulse Response Regularization via Deep Learning

Carl Andersson, Niklas Wahlström, Thomas B. Schön

We consider the problem of impulse response estimation of stable linear single-input single-output systems. It is a well-studied problem where flexible non-parametric models recent…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.