Klaus-Rudolf Kladny

According to our database, Klaus-Rudolf Kladny authored at least 5 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deep Backtracking Counterfactuals for Causally Compliant Explanations.

Klaus-Rudolf Kladny, Julius von Kügelgen, Bernhard Schölkopf, Michael Muehlebach

Trans. Mach. Learn. Res., 2024

Enhanced prediction of vegetation responses to extreme drought using deep learning and Earth observation data.

Klaus-Rudolf Kladny, Marco Milanta, Oto Mraz, Koen Hufkens, Benjamin D. Stocker

Ecol. Informatics, 2024

Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering.

Klaus-Rudolf Kladny, Bernhard Schölkopf, Michael Muehlebach

CoRR, 2024

2023

Multi-agent actor-critic with time dynamical opponent model.

Yuan Tian, Klaus-Rudolf Kladny, Qin Wang, Zhiwu Huang, Olga Fink

Neurocomputing, 2023

Causal effect estimation from observational and interventional data through matrix weighted linear estimators.

Klaus-Rudolf Kladny, Julius von Kügelgen, Bernhard Schölkopf, Michael Muehlebach

Proceedings of the Uncertainty in Artificial Intelligence, 2023