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researcher

J. Schmidt-Hieber

53 papers hereh-index 162.8k citations84 works total

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

author position
  • sole author6
  • first author4
  • middle author6
  • last author37

Across the 53 of 53 papers where every author was matched, so the position is known.

fields
  • math.ST33
  • stat.ML8
  • cs.LG6
  • stat.ME3
  • cs.NE1
  • math.FA1

identity via Semantic Scholar / OpenAlex

activity
20092026
most citedNonparametric regression using deep neural networks with ReLU activation function

292 citations · 770 across the 46 of their papers we have counts for

collaborators
Showing 2010 · math.STShow all

2 papers · 2 filters

math.ST2010★ 2 cited

Adaptive wavelet estimation of the diffusion coefficient under additive error measurements

Marc Hoffmann, Axel Munk, Johannes Schmidt-Hieber

We study nonparametric estimation of the diffusion coefficient from discrete data, when the observations are blurred by additional noise. Such issues have been developed over the l…

math.ST2010

Lower bounds for volatility estimation in microstructure noise models

Axel Munk, Johannes Schmidt-Hieber

In this paper we derive lower bounds in minimax sense for estimation of the instantaneous volatility if the diffusion type part cannot be observed directly but under some additiona…

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