online optimization

CLIP-OGD: An Experimental Design for Adaptive Neyman Allocation in Sequential Experiments NeurIPS 2023 Concurrent Constrained Optimization of Unknown Rewards for Multi-Robot Task Allocation RSS 2023 Constant regret for sequence prediction with limited advice ALT 2023 DEFT: Dexterous Fine-Tuning for Hand Policies CoRL 2023 Discrete-Smoothness in Online Algorithms with Predictions NeurIPS 2023 Improved Learning-Augmented Algorithms for the Multi-Option Ski Rental Problem via Best-Possible Competitive Analysis ICML 2023 Learning-Assisted Algorithm Unrolling for Online Optimization with Budget Constraints AAAI 2023 Near-Optimal Algorithms for Private Online Optimization in the Realizable Regime ICML 2023 Non-Convex Bilevel Optimization with Time-Varying Objective Functions NeurIPS 2023 No-regret Algorithms for Fair Resource Allocation NeurIPS 2023 Online Adaptive Policy Selection in Time-Varying Systems: No-Regret via Contractive Perturbations NeurIPS 2023 Online Optimization over Riemannian Manifolds JMLR 2023 Optimal cross-learning for contextual bandits with unknown context distributions NeurIPS 2023 Regularized online DR-submodular optimization UAI 2023 Riemannian Projection-free Online Learning NeurIPS 2023 Variance-Reduced Gradient Estimation via Noise-Reuse in Online Evolution Strategies NeurIPS 2023 Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion NeurIPS 2022 Adaptive Manipulation of Conductive, Nonmagnetic Objects via a Continuous Model of Magnetically Induced Force and Torque RSS 2022 A gradient estimator via L1-randomization for online zero-order optimization with two point feedback NeurIPS 2022 A Unifying Framework for Online Optimization with Long-Term Constraints NeurIPS 2022 Gradient and Projection Free Distributed Online Min-Max Resource Optimization L4DC 2022 Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to Paratransit IJCAI 2022 Online Nonsubmodular Minimization with Delayed Costs: From Full Information to Bandit Feedback ICML 2022 OpReg-Boost: Learning to Accelerate Online Algorithms with Operator Regression L4DC 2022 Simple and Optimal Greedy Online Contention Resolution Schemes NeurIPS 2022