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Michael Rauchensteiner

2 papers hereh-index 449 citations7 works total

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

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedRobust and Resource Efficient Identification of Two Hidden Layer Neural Networks

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2021

Stable Recovery of Entangled Weights: Towards Robust Identification of Deep Neural Networks from Minimal Samples

Christian Fiedler, Massimo Fornasier, Timo Klock +1

In this paper we approach the problem of unique and stable identifiability of generic deep artificial neural networks with pyramidal shape and smooth activation functions from a fi…

cs.LG2019★ 2 cited

Robust and Resource Efficient Identification of Two Hidden Layer Neural Networks

Massimo Fornasier, Timo Klock, Michael Rauchensteiner

We address the structure identification and the uniform approximation of two fully nonlinear layer neural networks of the type f(x)=1Th(BTg(ATx)) on Rd from a sm…

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