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Online Algorithms

2,192 papers

Papers per year

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Papers

Online Certification of Preference-Based Fairness for Personalized Recommender Systems (Extended Abstract) IJCAI 2023
Adaptation to the Range in K-Armed Bandits JMLR 2023
Graph-Aided Online Multi-Kernel Learning JMLR 2023
Robust Load Balancing with Machine Learned Advice JMLR 2023
Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics JMLR 2023
Online Optimization over Riemannian Manifolds JMLR 2023
Non-stationary Online Learning with Memory and Non-stochastic Control JMLR 2023
Learning to Rank under Multinomial Logit Choice JMLR 2023
Online Non-stochastic Control with Partial Feedback JMLR 2023
A New Look at Dynamic Regret for Non-Stationary Stochastic Bandits JMLR 2023
A PDE approach for regret bounds under partial monitoring JMLR 2023
Prediction Equilibrium for Dynamic Network Flows JMLR 2023
Bandit problems with fidelity rewards JMLR 2023
Finite-time Koopman Identifier: A Unified Batch-online Learning Framework for Joint Learning of Koopman Structure and Parameters JMLR 2023
Linear Partial Monitoring for Sequential Decision Making: Algorithms, Regret Bounds and Applications JMLR 2023
Adaptive Regret for Control of Time-Varying Dynamics L4DC 2023
Best of Both Worlds in Online Control: Competitive Ratio and Policy Regret L4DC 2023
Linear Stochastic Bandits over a Bit-Constrained Channel L4DC 2023
Online Saddle Point Tracking with Decision-Dependent Data L4DC 2023
Understanding the impact of host networking elements on traffic bursts NSDI 2023
Poseidon: Efficient, Robust, and Practical Datacenter CC via Deployable INT NSDI 2023
SHEPHERD: Serving DNNs in the Wild NSDI 2023
RingLeader: Efficiently Offloading Intra-Server Orchestration to NICs NSDI 2023
POLYCORN: Data-driven Cross-layer Multipath Networking for High-speed Railway through Composable Schedulerlets NSDI 2023
Disaggregating Stateful Network Functions NSDI 2023