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researcher

Bastian Boll

12 papers hereh-index 441 citations16 works total

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

author position
  • first author5
  • middle author5

Across the 10 of 12 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • math.DS3
  • stat.ML3
  • cs.CV1
  • cs.LG1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedAssignment Flow for Order-Constrained OCT Segmentation

6 citations · 9 across the 11 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

math.DS2023★ 1 cited

Quantum State Assignment Flows

Jonathan Schwarz, Jonas Cassel, Bastian Boll +3

This paper introduces assignment flows for density matrices as state spaces for representing and analyzing data associated with vertices of an underlying weighted graph. Determinin…

stat.ML2023

On Certified Generalization in Structured Prediction

Bastian Boll, Christoph Schnörr

In structured prediction, target objects have rich internal structure which does not factorize into independent components and violates common i.i.d. assumptions. This challenge be…

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