research
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07/27/2021
A Payload Optimization Method for Federated Recommender Systems
We introduce the payload optimization method for federated recommender s...
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04/08/2020
Federated Multi-view Matrix Factorization for Personalized Recommendations
We introduce the federated multi-view matrix factorization method that e...
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01/29/2019
Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System
The increasing interest in user privacy is leading to new privacy preser...
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12/07/2016
Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets
Providing accurate predictions is challenging for machine learning algor...
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11/03/2016
GFA: Exploratory Analysis of Multiple Data Sources with Group Factor Analysis
The R package GFA provides a full pipeline for factor analysis of multip...
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06/11/2016