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Full-Text Articles in Arts and Humanities
Implementation Considerations For Mitigating Bias In Supervised Machine Learning, Bardia Bijani Aval
Implementation Considerations For Mitigating Bias In Supervised Machine Learning, Bardia Bijani Aval
CSB/SJU Distinguished Thesis
Machine Learning (ML) is an important component of computer science and a mainstream way of making sense of large amounts of data. Although the technology is establishing new possibilities in different fields, there are also problems to consider, one of which is bias. Due to the inductive reasoning of ML algorithms in creating mathematical models, the predictions and trends found by the models will never necessarily be true – just more or less probable. Knowing this, it is unreasonable for us to expect the applied deductive reasoning of these models to ever be fully unbiased. Therefore, it is important that …
Great Anger, Anthony Cunningham
Great Anger, Anthony Cunningham
Philosophy Faculty Publications
Anger has had a major hand in a history of inhumanity. In this light, some schools of thought have suggested that we do best to jettison anger entirely. However, anger, like grief, is tied to caring deeply, and as such, both emotions can speak to what is best and most beautiful about human life and character.