Non-tracking web analytics. - Istemi Ekin Akkus; Ruichuan Chen; Michaela Hardt; Paul Francis; Johannes Gehrke (CCS, 2012)

Privacy-aware personalization for mobile advertising. - Michaela Hardt; Suman Nath (CCS, 2012)

Scalable and accurate deep learning for electronic health records. - Alvin Rajkomar; Eyal Oren; Kai Chen 010; Andrew M. Dai; Nissan Hajaj; Peter J. Liu; Xiaobing Liu; Mimi Sun; Patrik Sundberg; Hector Yee; Kun Zhang 043; Gavin E. Duggan; et al. (CoRR, 2018)

Reply: metrics to assess machine learning models. - Alvin Rajkomar; Andrew M. Dai; Mimi Sun; Michaela Hardt; Kai Chen 010; Kathryn Rough; Jeffrey Dean (npj Digit. Medicine, 2018)

Scalable and accurate deep learning with electronic health records. - Alvin Rajkomar; Eyal Oren; Kai Chen 010; Andrew M. Dai; Nissan Hajaj; Michaela Hardt; Peter J. Liu; Xiaobing Liu; Jake Marcus; Mimi Sun; Patrik Sundberg; Hector Yee; et al. (npj Digit. Medicine, 2018)

Linear Dynamics: Clustering without identification. - Chloe Ching-Yun Hsu; Michaela Hardt; Moritz Hardt (AISTATS, 2020)

Explaining an increase in predicted risk for clinical alerts. - Michaela Hardt; Alvin Rajkomar; Gerardo Flores; Andrew M. Dai; Michael D. Howell; Greg Corrado; Claire Cui; Moritz Hardt (CHIL, 2020)

Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud. - Michaela Hardt; Xiaoguang Chen; Xiaoyi Cheng; Michele Donini; Jason Gelman; Satish Gollaprolu; John He; Pedro Larroy; Xinyu Liu; Nick McCarthy; Ashish Rathi; Scott Rees; et al. (KDD, 2021)

Causal forecasting: generalization bounds for autoregressive models. - Leena Chennuru Vankadara; Philipp Michael Faller; Michaela Hardt; Lenon Minorics; Debarghya Ghoshdastidar; Dominik Janzing (UAI, 2022)

Causal information splitting: Engineering proxy features for robustness to distribution shifts. - Bijan Mazaheri; Atalanti-Anastasia Mastakouri; Dominik Janzing; Michaela Hardt (UAI, 2023)

The PetShop Dataset - Finding Causes of Performance Issues across Microservices. - Michaela Hardt; William Roy Orchard; Patrick Blöbaum; Elke Kirschbaum; Shiva Prasad Kasiviswanathan (CLeaR, 2024)

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