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Optimizing over an ensemble of neural networks
We study how to incorporate a neural network ensemble as the objective function of an optimization model and explore computational approaches for the ensuing problem.
Modeling Epistemological Principles for Bias Mitigation in AI Systems: An Illustration in Hiring Decisions
Artificial Intelligence (AI) has been used extensively in automatic decision making in a broad variety of scenarios, ranging from credit ratings for loans to recommendations of movies.
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