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Privacy-Aware Compression for Federated Data Analysis

Federated learning is a framewokr for distributed data anlysis that is free from a necessity of centralized datacenter. Namely a server in a central s

2023년 1월 6일
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GAP: Differentially private Graph Neural Networks with Aggregation Perturbation

Differentially private GNN based on Aggregation Perturbation (GAP),

2023년 1월 5일
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Summary of PageRank

PageRankPersonalized PageRankApproximated personalized PagerankPagerank is a method to compute rankings or importances for every web pages by creating

2023년 1월 4일
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