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Tim Roith

10 papers hereh-index 9238 citations19 works total

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

author position
  • first author1
  • middle author5
  • last author4

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • math.OC3
  • cs.LG2
  • math.AP2
  • cs.CV1
  • eess.IV1
  • math.NA1

identity via Semantic Scholar / OpenAlex

works on
art conservation 1crack detection 1generative models 1inverse problems 1variational methods 1

From the 1 of 10 linked papers with an AI index.

activity
20242026
collaborators
Showing math.NAShow all

1 paper · 1 filter

math.NA2025

Introduction to Regularization and Learning Methods for Inverse Problems

Danielle Bednarski, Tim Roith

These lecture notes evolve around mathematical concepts arising in inverse problems. We start by introducing inverse problems through examples such as differentiation, deconvolutio…

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