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researcher

Heikki Arponen

11 papers hereh-index 473 citations15 works total

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

author position
  • sole author6
  • first author4
  • middle author1

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • nlin.CD4
  • hep-th2
  • cs.CV1
  • cs.IR1
  • cs.LG1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20062022
most citedAnomalous scaling and anisotropy in models of passively advected vector fields

30 citations · 80 across the 11 of their papers we have counts for

collaborators
Showing cs.NEShow all

1 paper · 1 filter

cs.NE2017★ 3 cited

On the exact relationship between the denoising function and the data distribution

Heikki Arponen, Matti Herranen, Harri Valpola

We prove an exact relationship between the optimal denoising function and the data distribution in the case of additive Gaussian noise, showing that denoising implicitly models the…

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