Martin Binder

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

Bernd Bischl, Martin Binder, Michel Lang et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2023 · 809 citations · Full text

Computing, Computer Science, Algorithms +14

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

Michel Lang, Martin Binder, Jakob Richter et al. · The Journal of Open Source Software · 2019 · 463 citations · Full text

Computing, Computer Science, Artificial Intelligence +10

Multi-Objective Hyperparameter Optimization in Machine Learning—An Overview

Florian Karl, Tobias Pielok, Julia Moosbauer et al. · ACM Transactions on Evolutionary Learning and Optimization · 2023 · 87 citations · Full text

Computing, Computer Science, Algorithms +14

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

Bernd Bischl, Martin Binder, Michel Lang et al. · arXiv (Cornell University) · 2021 · 49 citations · Full text

Computing, Computer Science, Algorithms +15

A self-supervised deep learning method for data-efficient training in genomics

Hüseyin Anil Gündüz, Martin Binder, Xiao-Yin To et al. · Communications Biology · 2023 · 22 citations · Full text

Computing, Bioinformatics, Biology +12