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Archinect profile for Kush Shah.

Machine learning algorithms are widely used for decision making in societally high-stakes settings from child welfare and criminal justice to healthcare and consumer lending. Recent history has illuminated numerous examples where these algorithms proved unreliable or inequitable. This talk will show how causal inference enables us to more reliably evaluate such algorithms’ performance and equity implications. In the first part of the talk, it will be demonstrated that standard evaluation procedures fail to address missing data and as a result, often produce invalid assessments of algorithmic...

While intelligent robots aren’t likely to take over the world anytime soon, they could change key domains of ...

News out of San Francisco caught many off guard recently as city officials considered allowing the use of weaponized robots controlled by law enforcement officers. The city quickly dropped those plans after public outcry. The proposal would have allowed San Francisco police officers to use robots that can use deadly

Fuel consumption in the marine sector is directly connected to emissions in the atmosphere and the worldwide shipping fleet is considered to contribute considerably to greenhouse gas emissions. Due to increased energy consumption, efficiency is a key issue that must be addressed in the marine indust