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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 2019Show all

2 papers · 1 filter

physics.acc-ph2019★ 11 cited

From self-organization in relativistic electron bunches to coherent synchrotron light: observation using a photonic time-stretch digitizer

Serge Bielawski, Edmund Blomley, Miriam Brosi +14

In recent and future synchrotron radiation facilities, relativistic electron bunches with increasingly high charge density are needed for producing brilliant light at various wavel…

cs.LG2019★ 47 cited

Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces

Johannes Kirschner, Mojmír Mutný, Nicole Hiller +2

Bayesian optimization is known to be difficult to scale to high dimensions, because the acquisition step requires solving a non-convex optimization problem in the same search space…

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