Michaela Hardt

17 papers A* 4A 3Journal 8Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Toward Falsifying Causal Graphs Using a Permutation-Based Test. AAAI Elias Eulig, Atalanti-Anastasia Mastakouri, Patrick Blöbaum, Michaela Hardt, Dominik Janzing
2024	—	`conf`	The PetShop Dataset - Finding Causes of Performance Issues across Microservices. CLeaR Michaela Hardt, William Roy Orchard, Patrick Blöbaum, Elke Kirschbaum, Shiva Prasad Kasiviswanathan
2023	A	`conf`	Causal information splitting: Engineering proxy features for robustness to distribution shifts. UAI Bijan Mazaheri, Atalanti-Anastasia Mastakouri, Dominik Janzing, Michaela Hardt
2023	J	`jnl`	The PetShop Dataset - Finding Causes of Performance Issues across Microservices. CoRR Michaela Hardt, William Roy Orchard, Patrick Blöbaum, Shiva Prasad Kasiviswanathan, Elke Kirschbaum
2023	J	`jnl`	Toward Falsifying Causal Graphs Using a Permutation-Based Test. CoRR Elias Eulig, Atalanti-Anastasia Mastakouri, Patrick Blöbaum, Michaela Hardt, Dominik Janzing
2022	A	`conf`	Causal forecasting: generalization bounds for autoregressive models. UAI Leena Chennuru Vankadara, Philipp Michael Faller, Michaela Hardt, Lenon Minorics, Debarghya Ghoshdastidar, Dominik Janzing
2021	A*	`conf`	Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud. KDD Michaela Hardt, Xiaoguang Chen, Xiaoyi Cheng, Michele Donini, Jason Gelman, Satish Gollaprolu, John He, Pedro Larroy, Xinyu Liu, Nick McCarthy, Ashish Rathi, Scott Rees, Amaresh Ankit Siva, ErhYuan Tsai, Keerthan Vasist, Pinar Yilmaz, Muhammad Bilal Zafar, Sanjiv Das, Kevin Haas, Tyler Hill, Krishnaram Kenthapadi
2021	J	`jnl`	Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud. CoRR Michaela Hardt, Xiaoguang Chen, Xiaoyi Cheng, Michele Donini, Jason Gelman, Satish Gollaprolu, John He, Pedro Larroy, Xinyu Liu, Nick McCarthy, Ashish Rathi, Scott Rees, Amaresh Ankit Siva, ErhYuan Tsai, Keerthan Vasist, Pinar Yilmaz, Muhammad Bilal Zafar, Sanjiv Das, Kevin Haas, Tyler Hill, Krishnaram Kenthapadi
2020	—	`conf`	Explaining an increase in predicted risk for clinical alerts. CHIL Michaela Hardt, Alvin Rajkomar, Gerardo Flores, Andrew M. Dai, Michael D. Howell, Greg Corrado, Claire Cui, Moritz Hardt
2020	A	`conf`	Linear Dynamics: Clustering without identification. AISTATS Chloe Ching-Yun Hsu, Michaela Hardt, Moritz Hardt
2019	J	`jnl`	Explaining an increase in predicted risk for clinical alerts. CoRR Michaela Hardt, Alvin Rajkomar, Gerardo Flores, Andrew M. Dai, Michael D. Howell, Greg Corrado, Claire Cui, Moritz Hardt
2019	J	`jnl`	Linear Dynamics: Clustering without identification. CoRR Chloe Ching-Yun Hsu, Michaela Hardt, Moritz Hardt
2018	J	`jnl`	Reply: metrics to assess machine learning models. npj Digit. Medicine Alvin Rajkomar, Andrew M. Dai, Mimi Sun, Michaela Hardt, Kai Chen, Kathryn Rough, Jeffrey Dean
2018	J	`jnl`	Scalable and accurate deep learning for electronic health records. CoRR Alvin Rajkomar, Eyal Oren, Kai Chen, Andrew M. Dai, Nissan Hajaj, Peter J. Liu, Xiaobing Liu, Mimi Sun, Patrik Sundberg, Hector Yee, Kun Zhang, Gavin E. Duggan, Gerardo Flores, Michaela Hardt, Jamie Irvine, Quoc V. Le, Kurt Litsch, Jake Marcus, Alexander Mossin, Justin Tansuwan, De Wang, James Wexler, Jimbo Wilson, Dana Ludwig, Samuel L. Volchenboum, Katherine Chou, Michael Pearson, Srinivasan Madabushi, Nigam H. Shah, Atul J. Butte, Michael D. Howell, Claire Cui, Greg Corrado, Jeff Dean
2018	J	`jnl`	Scalable and accurate deep learning with electronic health records. npj Digit. Medicine Alvin Rajkomar, Eyal Oren, Kai Chen, Andrew M. Dai, Nissan Hajaj, Michaela Hardt, Peter J. Liu, Xiaobing Liu, Jake Marcus, Mimi Sun, Patrik Sundberg, Hector Yee, Kun Zhang, Yi Zhang, Gerardo Flores, Gavin E. Duggan, Jamie Irvine, Quoc Le, Kurt Litsch, Alexander Mossin, Justin Tansuwan, De Wang, James Wexler, Jimbo Wilson, Dana Ludwig, Samuel L. Volchenboum, Katherine Chou, Michael Pearson, Srinivasan Madabushi, Nigam H. Shah, Atul J. Butte, Michael D. Howell, Claire Cui, Gregory S. Corrado, Jeffrey Dean
2012	A*	`conf`	Non-tracking web analytics. CCS Istemi Ekin Akkus, Ruichuan Chen, Michaela Hardt, Paul Francis, Johannes Gehrke
2012	A*	`conf`	Privacy-aware personalization for mobile advertising. CCS Michaela Hardt, Suman Nath