Kirschbaum, Elke

8 publications

CLeaR 2025 Beyond Single-Feature Importance with ICECREAM Michael Oesterle, Patrick Blöbaum, Atalanti A. Mastakouri, Elke Kirschbaum

ICLR 2025 QA-Calibration of Language Model Confidence Scores Putra Manggala, Atalanti A. Mastakouri, Elke Kirschbaum, Shiva Kasiviswanathan, Aaditya Ramdas

CLeaR 2025 Score Matching Through the Roof: Linear, Nonlinear, and Latent Variables Causal Discovery Francesco Montagna, Philipp Michael Faller, Patrick Blöbaum, Elke Kirschbaum, Francesco Locatello

CLeaR 2024 The PetShop Dataset — Finding Causes of Performance Issues Across Microservices Michaela Hardt, William Roy Orchard, Patrick Blöbaum, Elke Kirschbaum, Shiva Kasiviswanathan

AISTATS 2022 Obtaining Causal Information by Merging Datasets with MAXENT Sergio H. Garrido Mejia, Elke Kirschbaum, Dominik Janzing

ICML 2022 Causal Inference Through the Structural Causal Marginal Problem Luigi Gresele, Julius Von Kügelgen, Jonas Kübler, Elke Kirschbaum, Bernhard Schölkopf, Dominik Janzing

ICLR 2019 LeMoNADe: Learned Motif and Neuronal Assembly Detection in Calcium Imaging Videos Elke Kirschbaum, Manuel Haußmann, Steffen Wolf, Hannah Sonntag, Justus Schneider, Shehabeldin Elzoheiry, Oliver Kann, Daniel Durstewitz, Fred A Hamprecht

NeurIPS 2017 Sparse Convolutional Coding for Neuronal Assembly Detection Sven Peter, Elke Kirschbaum, Martin Both, Lee Campbell, Brandon Harvey, Conor Heins, Daniel Durstewitz, Ferran Diego, Fred A. Hamprecht