Author

Harshit Yadav

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Review Aug 2026

Fairness-Aware Network Embeddings: Methods, Applications, and Challenges

This survey presents a comprehensive overview of fairness-aware network embeddings for complex networks and proposes a taxonomy that categorizes existing methods along three main complementary dimensions: underlying embedding approach, fairness intervention strategy, and fairness objective criterion.

E. Has, Harshit Yadav, Gaurav Dixit et al. · 1 citation