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researcher

Tobias Pielok

5 papers hereh-index 41.1k citations7 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.LG4
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedMulti-Objective Hyperparameter Optimization in Machine Learning -- An Overview

104 citations · 153 across the 5 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2021★ 49 cited

Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges

Bernd Bischl, Martin Binder, Michel Lang +9

Most machine learning algorithms are configured by one or several hyperparameters that must be carefully chosen and often considerably impact performance. To avoid a time consuming…

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