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Tim Roith

20 papers hereh-index 9238 citations20 works total

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

author position
  • first author2
  • middle author11
  • last author7

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • math.OC5
  • cs.CV2
  • math.AP2
  • math.NA2
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedContinuum Limit of Lipschitz Learning on Graphs

24 citations · 87 across the 20 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

math.OC2022★ 10 cited

Polarized consensus-based dynamics for optimization and sampling

Leon Bungert, Tim Roith, Philipp Wacker

In this paper we propose polarized consensus-based dynamics in order to make consensus-based optimization (CBO) and sampling (CBS) applicable for objective functions with several g…

math.PR2022★ 4 cited

Ratio convergence rates for Euclidean first-passage percolation: Applications to the graph infinity Laplacian

Leon Bungert, Jeff Calder, Tim Roith

In this paper we prove the first quantitative convergence rates for the graph infinity Laplace equation for length scales at the connectivity threshold. In the graph-based semi-sup…

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