Hardt, Michaela

5 publications

AAAI 2025 Toward Falsifying Causal Graphs Using a Permutation-Based Test Elias Eulig, Atalanti-Anastasia Mastakouri, Patrick Blöbaum, Michaela Hardt, Dominik Janzing

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

UAI 2023 Causal Information Splitting: Engineering Proxy Features for Robustness to Distribution Shifts Bijan Mazaheri, Atalanti Mastakouri, Dominik Janzing, Michaela Hardt

UAI 2022 Causal Forecasting: Generalization Bounds for Autoregressive Models Leena Chennuru Vankadara, Philipp Michael Faller, Michaela Hardt, Lenon Minorics, Debarghya Ghoshdastidar, Dominik Janzing

AISTATS 2020 Linear Dynamics: Clustering Without Identification Chloe Hsu, Michaela Hardt, Moritz Hardt