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researcher

V. Picheny

19 papers hereh-index 273.3k citations103 works total

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

author position
  • first author4
  • middle author6
  • last author9

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • stat.ML8
  • cs.LG5
  • math.OC4
  • math.ST1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedTrieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow

21 citations · 31 across the 9 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.LG2025

Omnipresent Yet Overlooked: Heat Kernels in Combinatorial Bayesian Optimization

Colin Doumont, Victor Picheny, Viacheslav Borovitskiy +1

Bayesian Optimization (BO) has the potential to solve various combinatorial tasks, ranging from materials science to neural architecture search. However, BO requires specialized ke…

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