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New submissions

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New submissions for Fri, 17 Nov 17

[1]  arXiv:1711.05791 [pdf]
Title: Maintaining The Humanity of Our Models
Authors: Umang Bhatt
Comments: Under review for the 2018 AAAI Spring Symposium: AI and Society: Ethics, Safety and Trustworthiness in Intelligent Agents
Subjects: Computers and Society (cs.CY)

Artificial intelligence and machine learning has a major research interest in computer science for the better part of the last few decades. However, all too recently, both AI and ML have rapidly grown to be media frenzies, pressuring companies and researchers to claim they use these technologies. As ML continues to percolate into daily life, we, as computer scientists and machine learning researchers, are responsible for ensuring we clearly convey the extent of our work and the humanity of our models. Regularizing ML for mass adoption requires a rigorous standard for model interpretability, a deep consideration for human bias in data, and a transparent understanding of a model's societal effects.

Replacements for Fri, 17 Nov 17

[2]  arXiv:1710.11550 (replaced) [html]
Title: Proceedings of the Data For Good Exchange 2017
Authors: Philipp Meerkamp
Subjects: Computers and Society (cs.CY)
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