Online Algorithms

Rank Aggregation Using Scoring Rules AAAI 2023 Regret Matching+: (In)Stability and Fast Convergence in Games NeurIPS 2023 Regret Minimization and Convergence to Equilibria in General-sum Markov Games ICML 2023 Regularized online DR-submodular optimization UAI 2023 Repeated Bilateral Trade Against a Smoothed Adversary COLT 2023 Resolving the Approximability of Offline and Online Non-monotone DR-Submodular Maximization over General Convex Sets AISTATS 2023 Resource Sharing through Multi-Round Matchings AAAI 2023 Restless Bandits with Average Reward: Breaking the Uniform Global Attractor Assumption NeurIPS 2023 Rethinking Warm-Starts with Predictions: Learning Predictions Close to Sets of Optimal Solutions for Faster $\text{L}$-/$\text{L}^\natural$-Convex Function Minimization ICML 2023 Revisiting Simple Regret: Fast Rates for Returning a Good Arm ICML 2023 Revisiting Weighted Strategy for Non-stationary Parametric Bandits AISTATS 2023 Riemannian Projection-free Online Learning NeurIPS 2023 RingLeader: Efficiently Offloading Intra-Server Orchestration to NICs NSDI 2023 Robust Budget Pacing with a Single Sample ICML 2023 Robust Learning for Smoothed Online Convex Optimization with Feedback Delay NeurIPS 2023 Robust Lipschitz Bandits to Adversarial Corruptions NeurIPS 2023 Robust Load Balancing with Machine Learned Advice JMLR 2023 Rolling Horizon Based Temporal Decomposition for the Offline Pickup and Delivery Problem with Time Windows AAAI 2023 Second Order Path Variationals in Non-Stationary Online Learning AISTATS 2023 Semi-Parametric Contextual Pricing Algorithm using Cox Proportional Hazards Model ICML 2023 Sensitivity in Translation Averaging NeurIPS 2023 SHEPHERD: Serving DNNs in the Wild NSDI 2023 Short-lived High-volume Bandits ICML 2023 Simulation-Assisted Optimization for Large-Scale Evacuation Planning with Congestion-Dependent Delays IJCAI 2023 Single-Pass Pivot Algorithm for Correlation Clustering. Keep it simple! NeurIPS 2023