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cs.LG2025
Quantum-Enhanced Generative Models for Rare Event Prediction
M. Z. Haider, M. U. Ghouri, Tayyaba Noreen +1
Rare events such as financial crashes, climate extremes, and biological anomalies are notoriously difficult to model due to their scarcity and heavy-tailed distributions. Classical…
cs.LG2025
Towards Quantum-Ready Blockchain Fraud Detection via Ensemble Graph Neural Networks
M. Z. Haider, Tayyaba Noreen, M. Salman
Blockchain Business applications and cryptocurrencies such as enable secure, decentralized value transfer, yet their pseudonymous nature creates opportunities for illicit activity,…