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When Algorithmic Predictions Use Human-Generated Data: A Bias-Aware Classification Algorithm for Breast Cancer Diagnosis
(INFORMS: Institute for Operations Research and the Management Sciences, 2018-12-20)
When algorithms use data generated by human beings, they inherit the errors stemming from human biases, which likely diminishes their performance. We examine the design and value of a bias-aware linear classification ...
Digitization of Music: Consumer Adoption Amidst Piracy, Unbundling, and Rebundling
(University of Minnesota, 2019-03-01)
Digital music formats and the Internet as a distribution mechanism have fundamentally disrupted the music industry by altering the way music is packaged, distributed, and consumed. This disruptive innovation has come in ...