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Algorithms and Applications
This book focuses on improving the performance (convergence rate, communication efficiency, computational efficiency, etc.) of algorithms in the conte...
Algorithmic Efficiency and Privacy Preservation
Decentralized algorithms are useful for solving large-scale complex optimization problems, which not only alleviate the single-point resource bottlene...