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03/14/2023
Demographic Parity Inspector: Fairness Audits via the Explanation Space
Even if deployed with the best intentions, machine learning methods can ...
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07/29/2021
Sparse Feature Factorization for Recommender Systems with Knowledge Graphs
Deep Learning and factorization-based collaborative filtering recommenda...
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03/03/2021
Elliot: a Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
Recommender Systems have shown to be an effective way to alleviate the o...
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12/15/2020
FedeRank: User Controlled Feedback with Federated Recommender Systems
Recommender systems have shown to be a successful representative of how ...
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08/17/2020
How to Put Users in Control of their Data via Federated Pair-Wise Recommendation
Recommendation services are extensively adopted in several user-centered...
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07/17/2020
Prioritized Multi-Criteria Federated Learning
In Machine Learning scenarios, privacy is a crucial concern when models ...
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08/20/2019