🏢 Indian Institute of Technology Bombay
Learning-Augmented Dynamic Submodular Maximization
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AI Theory
Optimization
🏢 Indian Institute of Technology Bombay
Leveraging predictions, this paper presents a novel algorithm for dynamic submodular maximization achieving significantly faster update times (O(poly(log n, log w, log k)) amortized) compared to exist…