learning-augmented algorithm

A Switching Framework for Online Interval Scheduling with Predictions AAAI 2026 Online Covering with Multiple Experts ALT 2026 Sample-and-Search: An Effective Algorithm for Learning-Augmented k-Median Clustering in High Dimensions AAAI 2026 Smoothed Online Optimization for Target Tracking: Robust and Learning-Augmented Algorithms ALT 2026 Augmenting Online Algorithms for Knapsack Problem with Total Weight Information AAAI 2025 Competitive Fair Scheduling with Predictions ICLR 2025 Improved Bounds for Online Facility Location with Predictions AAAI 2025 Learning-Augmented Algorithms for Online Concave Packing and Convex Covering Problems AISTATS 2025 Learning-Augmented Frequent Directions ICLR 2025 Learning-Augmented Search Data Structures ICLR 2025 Minimalistic Predictions for Online Class Constraint Scheduling ICLR 2025 On Tradeoffs in Learning-Augmented Algorithms AISTATS 2025 Polynomial Time Learning Augmented Algorithms for NP-hard Permutation Problems ICML 2025 Bandits with Knapsacks and Predictions UAI 2024 Contract Scheduling with Distributional and Multiple Advice IJCAI 2024 Fair Secretaries with Unfair Predictions NeurIPS 2024 Learning-Augmented Algorithms for the Bahncard Problem NeurIPS 2024 Learning-Augmented Algorithms with Explicit Predictors NeurIPS 2024 Learning-Augmented Dynamic Submodular Maximization NeurIPS 2024 Learning-Augmented Online Algorithm for Two-Level Ski-Rental Problem AAAI 2024 Learning-Augmented Priority Queues NeurIPS 2024 Mechanism design augmented with output advice NeurIPS 2024 Online Budgeted Matching with General Bids NeurIPS 2024 Plant-and-Steal: Truthful Fair Allocations via Predictions NeurIPS 2024 Randomized Learning-Augmented Auctions with Revenue Guarantees IJCAI 2024