Browsing by Author "Doshi-Velez, Finale"
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Accountability of AI Under the Law: The Role of Explanation Doshi-Velez, Finale; Kortz, Mason A. (Berkman Klein Center for Internet & Society, 2017)
Building Interpretable Models: From Bayesian Networks to Neural Networks Krakovna, Viktoriya (2016-09-13)This dissertation explores the design of interpretable models based on Bayesian networks, sum-product networks and neural networks. As briefly discussed in Chapter 1, it is becoming increasingly important for machine ...