2 papers
cs.AI2026
SAGE: An LLM-driven Self Reflective Agentic Framework for Fraud Detection
Yichen Chen, Siying Li, Yuhang Liang +2
Fraud detection in payment, e-commerce, and telecommunications systems requires accuracy at the individual level, robustness under severe class imbalance, and ease of understanding…
cs.LG2025
Optimal Labeler Assignment and Sampling for Active Learning in the Presence of Imperfect Labels
Pouya Ahadi, Blair Winograd, Camille Zaug +3
Active Learning (AL) has garnered significant interest across various application domains where labeling training data is costly. AL provides a framework that helps practitioners q…