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Backward baselines: Is your model predicting the past?



Moritz Hardt , Michael P. Kim


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Adversarial Scrutiny of Evidentiary Statistical Software



Rediet Abebe , Moritz Hardt , Angela Jin , John Miller , Ludwig Schmidt , Rebecca Wexler


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Performative Power



Moritz Hardt , Meena Jagadeesan , Celestine Mendler-Dünner


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Retiring Adult: New Datasets for Fair Machine Learning



Frances Ding , Moritz Hardt , John Miller , Ludwig Schmidt


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Causal Inference Struggles with Agency on Online Platforms



Smitha Milli , Luca Belli , Moritz Hardt


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Alternative Microfoundations for Strategic Classification



Meena Jagadeesan , Celestine Mendler-Dünner , Moritz Hardt

* Accepted for publication at ICML 2021 

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Patterns, predictions, and actions: A story about machine learning



Moritz Hardt , Benjamin Recht


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Revisiting Design Choices in Proximal Policy Optimization



Chloe Ching-Yun Hsu , Celestine Mendler-Dünner , Moritz Hardt


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From Optimizing Engagement to Measuring Value



Smitha Milli , Luca Belli , Moritz Hardt


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Stochastic Optimization for Performative Prediction



Celestine Mendler-Dünner , Juan C. Perdomo , Tijana Zrnic , Moritz Hardt

* 24 pages, 6 figures 

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