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E. Siivola

6 papers hereh-index 7200 citations18 works total

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

author position
  • first author5
  • middle author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • stat.ML2
  • cs.SE1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20162021
most citedActive Learning for Decision-Making from Imbalanced Observational Data

8 citations · 19 across the 5 of their papers we have counts for

collaborators
Showing 2017 · stat.MLShow all

1 paper · 2 filters

stat.ML2017★ 3 cited

Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations

Eero Siivola, Aki Vehtari, Jarno Vanhatalo +2

Bayesian optimization (BO) is a global optimization strategy designed to find the minimum of an expensive black-box function, typically defined on a compact subset of $\mathcal{R}^…

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