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researcher

Andrei Paleyes

2 papers hereh-index 271 citations2 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CE1
  • stat.ML1
same name
  • Andrei Paleyes — 17 papers, h 9

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedCausal Bayesian Optimization

6 citations · 6 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CE2025

Surrogate-Based Differentiable Pipeline for Shape Optimization

Andrin Rehmann, Nolan Black, Josiah Bjorgaard +5

Gradient-based optimization of engineering designs is limited by non-differentiable components in the typical computer-aided engineering (CAE) workflow, which calculates performanc…

stat.ML2020★ 6 cited

Causal Bayesian Optimization

Virginia Aglietti, Xiaoyu Lu, Andrei Paleyes +1

This paper studies the problem of globally optimizing a variable of interest that is part of a causal model in which a sequence of interventions can be performed. This problem aris…

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