Reddit

The 'Reddit' dataset is used to evaluate the effectiveness of personalized federated learning approaches by providing a collection of user-generated content for assessing model performance in a collaborative learning environment.

Papers using Reddit (9)

FedMental: Evaluating Federated Learning for Mental Health Detection from Social Media Data2026OptimES: Optimizing Federated Learning Using Remote Embeddings for Graph Neural Networks2025Optimizing Federated Learning using Remote Embeddings for Graph Neural Networks2025The Accountability Paradox: How Platform API Restrictions Undermine AI Transparency Mandates2025TimelyFL: Heterogeneity-aware Asynchronous Federated Learning with Adaptive Partial Training2023 · 3 citesFederated Graph-based Networks with Shared Embedding2022 · 2 citesDifferentially Private Heavy Hitter Detection using Federated Analytics2023 · 1 citesFLEDGE: Ledger-based Federated Learning Resilient to Inference and Backdoor Attacks2023 · 1 citesFlow: Per-Instance Personalized Federated Learning Through Dynamic Routing2022