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Published at November 29

Privacy-Preserving Orthogonal Aggregation for Guaranteeing Gender Fairness in Federated Recommendation

cs.LG

Released Date: November 29, 2024

Authors: Siqing Zhang¹, Yuchen Ding¹, Wei Tang¹, Wei Sun¹, Yong Liao¹, Peng Yuan Zhou²

Aff.: ¹University of Science and Technology of China, CCCD Key Lab of Ministry of Culture and Tourism, Hefei, China; ²Aarhus University, Department of Electrical and Computer Engineering, Aarhus, Denmark

Arxiv: http://arxiv.org/pdf/2411.19678v1

Datasets	#Ratings	#Users	#Items	Sparsity
ML-100K	100,000	943	1,682	93.70%
ML-1M	1,000,209	6,040	3,706	95.53%
Foursquare-NYC	36,342	899	3,485	98.84%