Robustified Learning for Online Optimization with Memory CostsIEEE Conference on Computer Communications (IEEE INFOCOM), 2023 |
Smoothed Online Convex Optimization Based on Discounted-Normal-PredictorNeural Information Processing Systems (NeurIPS), 2022 |
Adaptive Composite Online Optimization: Predictions in Static and
Dynamic EnvironmentsIEEE Transactions on Automatic Control (TAC), 2022 |
Smoothed Online Combinatorial Optimization Using Imperfect PredictionsAAAI Conference on Artificial Intelligence (AAAI), 2022 |
Expert-Calibrated Learning for Online Optimization with Switching CostsProceedings of the ACM on Measurement and Analysis of Computing Systems (POMACS), 2022 |
Smoothed Online Optimization with Unreliable PredictionsProceedings of the ACM on Measurement and Analysis of Computing Systems (POMACS), 2022 |
Revisiting Smoothed Online LearningNeural Information Processing Systems (NeurIPS), 2021 |
Online Optimal Control with Affine ConstraintsAAAI Conference on Artificial Intelligence (AAAI), 2020 |