9 citations · 9 across the 4 of their papers we have counts for
4 papers
RareCP: Regime-Aware Retrieval for Efficient Conformal Prediction
Manuel Heurich, Maximilian Granz, Tim Landgraf
Recent advances in uncertainty quantification for time series forecasting show that conformal prediction can provide reliable prediction intervals, yet standard conformal methods a…
TABCF: Counterfactual Explanations for Tabular Data Using a Transformer-Based VAE
Emmanouil Panagiotou, Manuel Heurich, Tim Landgraf +1
In the field of Explainable AI (XAI), counterfactual (CF) explanations are one prominent method to interpret a black-box model by suggesting changes to the input that would alter a…
WeiPer: OOD Detection using Weight Perturbations of Class Projections
Maximilian Granz, Manuel Heurich, Tim Landgraf
Recent advances in out-of-distribution (OOD) detection on image data show that pre-trained neural network classifiers can separate in-distribution (ID) from OOD data well, leveragi…
Check News in One Click: NLP-Empowered Pro-Kremlin Propaganda Detection
Veronika Solopova, Viktoriia Herman, Christoph Benzmüller +1
Many European citizens become targets of the Kremlin propaganda campaigns, aiming to minimise public support for Ukraine, foster a climate of mistrust and disunity, and shape elect…