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researcher

K. Antonov

4 papers hereh-index 444 citations12 works total

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

author position
  • first author3
  • middle author1

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

fields
  • cs.NE3
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedOffspring Population Size Matters when Comparing Evolutionary Algorithms with Self-Adjusting Mutation Rates

8 citations · 10 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2022★ 2 cited

High Dimensional Bayesian Optimization with Kernel Principal Component Analysis

Kirill Antonov, Elena Raponi, Hao Wang +1

Bayesian Optimization (BO) is a surrogate-based global optimization strategy that relies on a Gaussian Process regression (GPR) model to approximate the objective function and an a…

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