Probing the Robustness of Independent Mechanism Analysis for Representation Learning. - Joanna Sliwa 002; Shubhangi Ghosh; Vincent Stimper; Luigi Gresele; Bernhard Schölkopf (CoRR, 2022)

Efficient Weight-Space Laplace-Gaussian Filtering and Smoothing for Sequential Deep Learning. - Joanna Sliwa 002; Frank Schneider 001; Nathanael Bosch; Agustinus Kristiadi; Philipp Hennig (CoRR, 2024)