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researcher

Petrus Mikkola

2 papers here

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.LG2
ORCID 0000-0002-6212-8777

identity via Semantic Scholar / OpenAlex

most citedBayesian Optimization Augmented with Actively Elicited Expert Knowledge

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

collaborators

2 papers

cs.LG2024★ 1 cited

Cooperative Bayesian Optimization for Imperfect Agents

Ali Khoshvishkaie, Petrus Mikkola, Pierre-Alexandre Murena +1

We introduce a cooperative Bayesian optimization problem for optimizing black-box functions of two variables where two agents choose together at which points to query the function…

cs.LG2022★ 1 cited

Bayesian Optimization Augmented with Actively Elicited Expert Knowledge

Daolang Huang, Louis Filstroff, Petrus Mikkola +2

Bayesian optimization (BO) is a well-established method to optimize black-box functions whose direct evaluations are costly. In this paper, we tackle the problem of incorporating e…

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