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researcher

N. Hiller

6 papers hereh-index 161.5k citations90 works total

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

author position
  • middle author4

Across the 4 of 6 papers where every author was matched, so the position is known.

fields
  • physics.acc-ph5
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20162022
most citedAdaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces

47 citations · 118 across the 6 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

physics.acc-ph2022★ 27 cited

Tuning Particle Accelerators with Safety Constraints using Bayesian Optimization

Johannes Kirschner, Mojmir Mutný, Andreas Krause +3

Tuning machine parameters of particle accelerators is a repetitive and time-consuming task that is challenging to automate. While many off-the-shelf optimization algorithms are ava…

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