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cs.LG2026
Hybrid Deep Learning Approach for Coupled Demand Forecasting and Supply Chain Optimization
Nusrat Yasmin Nadia, Md Habibul Arif, Habibor Rahman Rabby +3
Supply chain resilience and efficiency are vital in industries characterized by volatile demand and uncertain supply, such as textiles and personal protective equipment (PPE). Trad…
cs.LG2025
AdeptHEQ-FL: Adaptive Homomorphic Encryption for Federated Learning of Hybrid Classical-Quantum Models with Dynamic Layer Sparing
Md Abrar Jahin, Taufikur Rahman Fuad, M. F. Mridha +2
Federated Learning (FL) faces inherent challenges in balancing model performance, privacy preservation, and communication efficiency, especially in non-IID decentralized environmen…