Klaus-Rudolf Kladny

11 papers A* 1A 1Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Critical Perspective on Finite Sample Conformal Prediction Theory in Medical Applications.
CoRR
Klaus-Rudolf Kladny, Bernhard Schölkopf, Lisa M. Koch, Christian F. Baumgartner, Michael Muehlebach
2025 A* conf
Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering.
ICLR
Klaus-Rudolf Kladny, Bernhard Schölkopf, Michael Muehlebach
2025 J jnl
PENEX: AdaBoost-Inspired Neural Network Regularization.
CoRR
Klaus-Rudolf Kladny, Bernhard Schölkopf, Michael Muehlebach
2024 J jnl
Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering.
CoRR
Klaus-Rudolf Kladny, Bernhard Schölkopf, Michael Muehlebach
2024 J jnl
Deep Backtracking Counterfactuals for Causally Compliant Explanations.
Trans. Mach. Learn. Res.
Klaus-Rudolf Kladny, Julius von Kügelgen, Bernhard Schölkopf, Michael Muehlebach
2024 J jnl
Enhanced prediction of vegetation responses to extreme drought using deep learning and Earth observation data.
Ecol. Informatics
Klaus-Rudolf Kladny, Marco Milanta, Oto Mraz, Koen Hufkens, Benjamin D. Stocker
2023 J jnl
Causal Effect Estimation from Observational and Interventional Data Through Matrix Weighted Linear Estimators.
CoRR
Klaus-Rudolf Kladny, Julius von Kügelgen, Bernhard Schölkopf, Michael Muehlebach
2023 A conf
Causal effect estimation from observational and interventional data through matrix weighted linear estimators.
UAI
Klaus-Rudolf Kladny, Julius von Kügelgen, Bernhard Schölkopf, Michael Muehlebach
2023 J jnl
Deep Backtracking Counterfactuals for Causally Compliant Explanations.
CoRR
Klaus-Rudolf Kladny, Julius von Kügelgen, Bernhard Schölkopf, Michael Muehlebach
2023 J jnl
Multi-agent actor-critic with time dynamical opponent model.
Neurocomputing
Yuan Tian, Klaus-Rudolf Kladny, Qin Wang, Zhiwu Huang, Olga Fink
2022 J jnl
Multi-agent Actor-Critic with Time Dynamical Opponent Model.
CoRR
Yuan Tian, Klaus-Rudolf Kladny, Qin Wang, Zhiwu Huang, Olga Fink