Julia Herbinger

Grouped feature importance and combined features effect plot

Quay Au, Julia Herbinger, Clemens Stachl et al. · Data Mining and Knowledge Discovery · 2022 · 54 citations · Full text

Pitfalls to Avoid when Interpreting Machine Learning Models

Christoph Molnar, Gunnar König, Julia Herbinger et al. · arXiv (Cornell University) · 2020 · 34 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

Stratiform and Convective Rain Classification Using Machine Learning Models and Micro Rain Radar

Wael Ghada, Enric Casellas, Julia Herbinger et al. · Remote Sensing · 2022 · 18 citations · Full text

Environmental Monitoring, Machine Learning, Engineering +20

Portfolio optimization with optimal expected utility risk measures

Sebastian Geissel, Holger Graf, Julia Herbinger et al. · Annals of Operations Research · 2021 · 12 citations · Full text

Mathematical Programming, Asset Allocation, Portfolio Management +22

General Pitfalls of Model-Agnostic Interpretation Methods for Machine Learning Models

Christoph Molnar, Gunnar König, Julia Herbinger et al. · arXiv (Cornell University) · 2020 · 12 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +22