cs.SI · 2026-08-23 · No. 93

Social and Information Networks, 2026-08-23.

1 new papers in cs.SI. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

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

    Ella Has, Harshith Kumar Yadav, Gaurav Dixit, Mykola Pechenizkiy, Akrati Saxena

    cs.SI · cs.AI

    Network embedding methods learn low-dimensional representations of graph-structured data to support downstream tasks such as node classification, link prediction, and influence maximization. However, real-world networks often reflect structural inequalities arising from demographic imbalances, homophily, and other societal biases, which fairness-agnostic embedding methods can encode and amplify. To address this issue, numerous fairness-aware...

    arxiv.org/abs/2608.19381 · PDF

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