Michel Lang

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

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

Andrea Bommert, Xudong Sun, Bernd Bischl et al. · Computational Statistics & Data Analysis · 2019 · 729 citations · Full text

Computing, Bioinformatics, Computer Science +16

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

mlr: Machine Learning in R

Bernd Bischl, Michel Lang, Lars Kotthoff et al. · 2013 · 284 citations

Computing, Computer Science, High-performance Computing +16

mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions

Bernd Bischl, Jakob Richter, Jakob Bossek et al. · arXiv (Cornell University) · 2017 · 135 citations · Full text

Computing, Computer Science, Machine Learning +14