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FairML : ToolBox for diagnosing bias in predictive modeling
(Massachusetts Institute of Technology, 2016)
Predictive models are increasingly deployed for the purpose of determining access to services such as credit, insurance, and employment. Despite societal gains in efficiency and productivity through deployment of these ...
Transfer learning for predictive models in MOOCs
(Massachusetts Institute of Technology, 2016)
Predictive models are crucial in enabling the personalization of student experiences in Massive Open Online Courses. For successful real-time interventions, these models must be transferable - that is, they must perform ...
Understanding the institutional landscape of cyber security
(Massachusetts Institute of Technology, 2016)
The decentralized architecture of the Internet, which has been key to its development and worldwide deployment, is making it challenging to secure Internet user experience. Many organizations claim to be playing a role in ...
The economics of cryptographic trust : understanding certificate authorities
(Massachusetts Institute of Technology, 2016)
Certificate Authorities (CAs) play a crucial role in HTTPS, the mechanism that secures all of the web's most important communication; if it has a log-in page, it must use HTTPS. However, recent history is littered with ...