FERN ranks frozen retrievers for Text-to-SQL table retrieval
A LightGBM ranker over three frozen retrievers approaches RASL's published recall without generative LLM calls.
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Stories tagged #lightgbm
Trigger Value Selection in Clean-Label Malware Backdoors: An Effectiveness-Detectability Analysis
Researchers show trigger-value choice changes success and detectability of clean-label backdoors in malware classifiers.
Self-Verifying Anomaly Detection using Explainable AI for Cybersecurity of DER Networks
ExCYDER framework self-verifies anomaly detection alerts for DER power grids using LightGBM and SHAP, reaching over 98% detection accuracy.