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Online Algorithms

2190 directly classified papers

Papers per year

Papers

Federated Contextual Cascading Bandits with Asynchronous Communication and Heterogeneous Users AAAI 2024
Improved Regret for Bandit Convex Optimization with Delayed Feedback NIPS 2024
Safe Linear Bandits over Unknown Polytopes COLT 2024
Online Learning of Delayed Choices NIPS 2024
Contextual Bandits with Budgeted Information Reveal AISTATS 2024
Fair Secretaries with Unfair Predictions NIPS 2024
The Predicted-Updates Dynamic Model: Offline, Incremental, and Decremental to Fully Dynamic Transformations COLT 2024
Using Adaptive Bandit Experiments to Increase and Investigate Engagement in Mental Health AAAI 2024
Restless bandits with rewards generated by a linear Gaussian dynamical system L4DC 2024
Non-stationary Projection-Free Online Learning with Dynamic and Adaptive Regret Guarantees AAAI 2024
Online Submodular Maximization via Adaptive Thresholds IJCAI 2024
Fully Unconstrained Online Learning NIPS 2024
Horus: Granular In-Network Task Scheduler for Cloud Datacenters NSDI 2024
Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms NIPS 2024
Identifying Copeland Winners in Dueling Bandits with Indifferences AISTATS 2024
On the price of exact truthfulness in incentive-compatible online learning with bandit feedback: a regret lower bound for WSU-UX AISTATS 2024
Towards Fairness in Online Service with K Servers and Its Application on Fair Food Delivery AAAI 2024
Best-of-Both-Worlds Algorithms for Linear Contextual Bandits AISTATS 2024
Data-Driven Online Model Selection With Regret Guarantees AISTATS 2024
Optimal Exploration is no harder than Thompson Sampling AISTATS 2024
Online learning in bandits with predicted context AISTATS 2024
Sum-max Submodular Bandits AISTATS 2024
Stochastic Multi-Armed Bandits with Strongly Reward-Dependent Delays AISTATS 2024
Understanding Routable PCIe Performance for Composable Infrastructures NSDI 2024
Safe dynamic pricing for nonstationary network resource allocation L4DC 2024