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researcher

L. Ljung

24 papers hereh-index 8532.1k citations636 works total

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

author position
  • middle author12
  • last author12

Across the 24 of 24 papers where every author was matched, so the position is known.

fields
  • eess.SY14
  • math.OC4
  • cs.LG3
  • math.ST3

identity via Semantic Scholar / OpenAlex

activity
20132023
most citedMaximum Entropy Kernels for System Identification

48 citations · 117 across the 22 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

eess.SY2017★ 3 cited

On Asymptotic Properties of Hyperparameter Estimators for Kernel-based Regularization Methods

Biqiang Mu, Tianshi Chen, Lennart Ljung

The kernel-based regularization method has two core issues: kernel design and hyperparameter estimation. In this paper, we focus on the second issue and study the properties of sev…

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