machine learning prediction

Augmenting Online Algorithms for Knapsack Problem with Total Weight Information AAAI 2025 List Update with Prediction AAAI 2025 Credence: Augmenting Datacenter Switch Buffer Sharing with ML Predictions NSDI 2024 Disentangling Linear Quadratic Control with Untrusted ML Predictions NeurIPS 2024 Randomized Strategic Facility Location with Predictions NeurIPS 2024 Primal-Dual Algorithms with Predictions for Online Bounded Allocation and Ad-Auctions Problems ALT 2023 Robust Learning for Smoothed Online Convex Optimization with Feedback Delay NeurIPS 2023 Machine-Learned Prediction Equilibrium for Dynamic Traffic Assignment AAAI 2022 Online Bin Packing with Predictions IJCAI 2022 Online Page Migration with ML Advice AISTATS 2022 Robust Learning-Augmented Caching: An Experimental Study ICML 2021 Adaptive Probing Policies for Shortest Path Routing NeurIPS 2020 Customizing ML Predictions for Online Algorithms ICML 2020 Improving Online Rent-or-Buy Algorithms with Sequential Decision Making and ML Predictions NeurIPS 2020 Learning Augmented Energy Minimization via Speed Scaling NeurIPS 2020 Optimal Robustness-Consistency Trade-offs for Learning-Augmented Online Algorithms NeurIPS 2020 Improving Online Algorithms via ML Predictions NeurIPS 2018