Klaus-Rudolf Kladny

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Causal Relationships

Generating Explanations

Dependency Directed Backtracking

Top Venues

Trans. Mach. Learn. Res.

Ecol. Informatics

Publications

Klaus-Rudolf Kladny, Julius von Kügelgen, Bernhard Schölkopf, Michael Muehlebach
Deep Backtracking Counterfactuals for Causally Compliant Explanations. Trans. Mach. Learn. Res. 2024 (2024)
Klaus-Rudolf Kladny, Marco Milanta, Oto Mraz, Koen Hufkens, Benjamin D. Stocker
Enhanced prediction of vegetation responses to extreme drought using deep learning and Earth observation data. Ecol. Informatics 80 (2024)
Klaus-Rudolf Kladny, Julius von Kügelgen, Bernhard Schölkopf, Michael Muehlebach
Causal effect estimation from observational and interventional data through matrix weighted linear estimators. UAI (2023)
Klaus-Rudolf Kladny, Julius von Kügelgen, Bernhard Schölkopf, Michael Muehlebach
Deep Backtracking Counterfactuals for Causally Compliant Explanations. CoRR (2023)
Klaus-Rudolf Kladny, Julius von Kügelgen, Bernhard Schölkopf, Michael Muehlebach
Causal Effect Estimation from Observational and Interventional Data Through Matrix Weighted Linear Estimators. CoRR (2023)
Yuan Tian, Klaus-Rudolf Kladny, Qin Wang, Zhiwu Huang, Olga Fink
Multi-agent actor-critic with time dynamical opponent model. Neurocomputing 517 (2023)
Yuan Tian, Klaus-Rudolf Kladny, Qin Wang, Zhiwu Huang, Olga Fink
Multi-agent Actor-Critic with Time Dynamical Opponent Model. CoRR (2022)