Computer Science - Machine Learning

Downstream Fairness Caveats with Synthetic Healthcare Data
This paper evaluates synthetically generated healthcare data for biases and investigates the effect of fairness mitigation techniques …
Karan Bhanot, Ioana Baldini, Dennis Wei, Jiaming Zeng, Kristin P. Bennett
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The Relevance of Bayesian Layer Positioning to Model Uncertainty in Deep Bayesian Active Learning
Our work explores whether fully Bayesian networks are needed to successfully capture model uncertainty.
Jiaming Zeng, Adam Lesnikowski, Jose M. Alvarez
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