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Online Algorithms

2190 directly classified papers

Papers per year

Papers

Federated Learning for Data Streams AISTATS 2023
Elastic Decision Transformer NIPS 2023
One Arrow, Two Kills: A Unified Framework for Achieving Optimal Regret Guarantees in Sleeping Bandits AISTATS 2023
On Preemption and Learning in Stochastic Scheduling ICML 2023
Weitzman's Rule for Pandora's Box with Correlations NIPS 2023
Online Linearized LASSO AISTATS 2023
Semi-Parametric Contextual Pricing Algorithm using Cox Proportional Hazards Model ICML 2023
Improved Algorithms for Multi-period Multi-class Packing Problems with Bandit Feedback ICML 2023
Randomized Greedy Learning for Non-monotone Stochastic Submodular Maximization Under Full-bandit Feedback AISTATS 2023
Contextual Combinatorial Bandits with Probabilistically Triggered Arms ICML 2023
Provable Reset-free Reinforcement Learning by No-Regret Reduction ICML 2023
Distributed Linear Bandits under Communication Constraints ICML 2023
Improved Learning-Augmented Algorithms for the Multi-Option Ski Rental Problem via Best-Possible Competitive Analysis ICML 2023
Online Constrained Meta-Learning: Provable Guarantees for Generalization NIPS 2023
Nonstationary Bandit Learning via Predictive Sampling AISTATS 2023
Poseidon: Efficient, Robust, and Practical Datacenter CC via Deployable INT NSDI 2023
Delayed Feedback in Generalised Linear Bandits Revisited AISTATS 2023
Non-stationary Experimental Design under Linear Trends NIPS 2023
Piecewise Stationary Bandits under Risk Criteria AISTATS 2023
Tighter Robust Upper Bounds for Options via No-Regret Learning AAAI 2023
Overcoming Prior Misspecification in Online Learning to Rank AISTATS 2023
Addressing Budget Allocation and Revenue Allocation in Data Market Environments Using an Adaptive Sampling Algorithm ICML 2023
Multi-agent Online Scheduling: MMS Allocations for Indivisible Items ICML 2023
Optimal Regret Is Achievable with Bounded Approximate Inference Error: An Enhanced Bayesian Upper Confidence Bound Framework NIPS 2023
Meta-Learning Adversarial Bandit Algorithms NIPS 2023