 MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go
ApproximationInternational Conference on Machine Learning (ICML), 2024 |
 Robust Learning for Smoothed Online Convex Optimization with Feedback
DelayNeural Information Processing Systems (NeurIPS), 2023 |
 Learning for Edge-Weighted Online Bipartite Matching with Robustness
GuaranteesInternational Conference on Machine Learning (ICML), 2023 |
 Robustified Learning for Online Optimization with Memory CostsIEEE Conference on Computer Communications (IEEE INFOCOM), 2023 |
 Expert-Calibrated Learning for Online Optimization with Switching CostsProceedings of the ACM on Measurement and Analysis of Computing Systems (POMACS), 2022 |
