26 citations · 76 across the 7 of their papers we have counts for
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cs.LG2016★ 8 cited
Human-Algorithm Interaction Biases in the Big Data Cycle: A Markov Chain Iterated Learning Framework
Olfa Nasraoui, Patrick Shafto
Early supervised machine learning algorithms have relied on reliable expert labels to build predictive models. However, the gates of data generation have recently been opened to a…
stat.ML2016★ 26 cited
Explainable Restricted Boltzmann Machines for Collaborative Filtering
Behnoush Abdollahi, Olfa Nasraoui
Most accurate recommender systems are black-box models, hiding the reasoning behind their recommendations. Yet explanations have been shown to increase the user's trust in the syst…