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Bernd Bischl

Researcher Next ID · RN-000454

Professor · Computer Science

Munich School of Philosophy

Munich, Germany

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Not currently recruitingFunding unknown
Works count
371
Citation count
10,233
H-index
44
i10-index
106

About

371 publications and 10,229 citations recorded on OpenAlex.

Research interests

Computer Science
Machine Learning and Data Classification
Advanced Multi-Objective Optimization Algorithms
Explainable Artificial Intelligence (XAI)
Metaheuristic Optimization Algorithms Research
Data Analysis with R

Publications

  • Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges

    Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2023 · 10.1002/widm.1484

  • Benchmark for filter methods for feature selection in high-dimensional classification data

    Computational Statistics & Data Analysis · 2019 · 10.1016/j.csda.2019.106839

  • mlr3: A modern object-oriented machine learning framework in R

    The Journal of Open Source Software · 2019 · 10.21105/joss.01903

  • Tunability: Importance of Hyperparameters of Machine Learning Algorithms

    arXiv (Cornell University) · 2018 · 10.48550/arxiv.1802.09596

  • OpenML

    ACM SIGKDD Explorations Newsletter · 2014 · 10.1145/2641190.2641198

Current projects

    No projects listed.