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cs.LG2019
Key Protected Classification for Collaborative Learning
Mert Bülent Sarıyıldız, Ramazan Gökberk Cinbiş, Erman Ayday
Large-scale datasets play a fundamental role in training deep learning models. However, dataset collection is difficult in domains that involve sensitive information. Collaborative…
cs.LG2012
BPRS: Belief Propagation Based Iterative Recommender System
Erman Ayday, Arash Einolghozati, Faramarz Fekri
In this paper we introduce the first application of the Belief Propagation (BP) algorithm in the design of recommender systems. We formulate the recommendation problem as an infere…