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researcher

I. Shcherbatyi

5 papers hereh-index 7258 citations13 works total

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

author position
  • first author2
  • middle author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CV1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20152020
most citedConstrained Bayesian Optimization with Max-Value Entropy Search

16 citations · 33 across the 3 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2019★ 16 cited

Constrained Bayesian Optimization with Max-Value Entropy Search

Valerio Perrone, Iaroslav Shcherbatyi, Rodolphe Jenatton +2

Bayesian optimization (BO) is a model-based approach to sequentially optimize expensive black-box functions, such as the validation error of a deep neural network with respect to i…

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