![](https://didl.berkeley.edu/files/2019/08/performance_with_labels-400x300.png)
Welfare-Sensitive Machine Learning
From decisions about loans and humanitarian aid, to medical diagnosis and criminal justice, consequential decisions in society increasingly rely on machine learning.... Read More →
![](https://didl.berkeley.edu/files/2019/08/mshwari.png)
Manipulation-Proof Machine Learning
An increasing number of decisions are guided by machine learning algorithms. An individual’s behavior is typically used as input to an estimator... Read More →