conftrace_

machine learning prediction

17 papers

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Co-occurring keywords

online algorithm (445) competitive analysis (53) competitive ratio (74) learning-augmented algorithm (44) approximation algorithm (630) machine learning (436) worst-case guarantee (19) rent-or-buy problem (3) prediction error (56) randomized algorithm (112)

Papers

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