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online knapsack

2 papers

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trade-off (1) prediction (1) worst-case (1) fractional-to-integral conversion (1) learning augmented (1) data-driven algorithm (1) online set cover (1) electric vehicle charging (1) competitive ratio (1) online algorithm (1)

Papers

Near-Optimal Consistency-Robustness Trade-Offs for Learning-Augmented Online Knapsack Problems ICML 2025 Data-driven Competitive Algorithms for Online Knapsack and Set Cover AAAI 2021