Gunnar Knig
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
5
Venues
4
Active years
2020–2025
Best venue rank
A*
Where they publish
Papers
5 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | Disentangling Interactions and Dependencies in Feature Attributions. | Gunnar Knig, Eric Gnther, Ulrike von Luxburg |
| 2023 | AAAI | Improvement-Focused Causal Recourse (ICR). | Gunnar Knig, Timo Freiesleben, Moritz Grosse-Wentrup |
| 2023 | AISTATS | Efficient SAGE Estimation via Causal Structure Learning. | Christoph Luther, Gunnar Knig, Moritz Grosse-Wentrup |
| 2020 | ICML | General Pitfalls of Model-Agnostic Interpretation Methods for Machine Learning Models. | Christoph Molnar, Gunnar Knig, Julia Herbinger, Timo Freiesleben, Susanne Dandl, Christian A. Scholbeck, Giuseppe Casalicchio, Moritz Grosse-Wentrup, Bernd Bischl |
| 2020 | ICPR | Relative Feature Importance. | Gunnar Knig, Christoph Molnar, Bernd Bischl, Moritz Grosse-Wentrup |