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Online Algorithms

2190 directly classified papers

Papers per year

Papers

Computing Optimal Equilibria in Repeated Games with Restarts IJCAI 2024
Metric Distortion with Elicited Pairwise Comparisons IJCAI 2024
Regret Analysis of Bilateral Trade with a Smoothed Adversary JMLR 2024
Horus: Granular In-Network Task Scheduler for Cloud Datacenters NSDI 2024
Seer: Enabling Future-Aware Online Caching in Networked Systems NSDI 2024
The Predicted-Updates Dynamic Model: Offline, Incremental, and Decremental to Fully Dynamic Transformations COLT 2024
Sifter: An Inversion-Free and Large-Capacity Programmable Packet Scheduler NSDI 2024
Follow-the-Perturbed-Leader with Fréchet-type Tail Distributions: Optimality in Adversarial Bandits and Best-of-Both-Worlds COLT 2024
Online Policy Optimization in Unknown Nonlinear Systems COLT 2024
Adaptive Learning Rate for Follow-the-Regularized-Leader: Competitive Analysis and Best-of-Both-Worlds COLT 2024
Online Newton Method for Bandit Convex Optimisation Extended Abstract COLT 2024
The Real Price of Bandit Information in Multiclass Classification COLT 2024
Safe Linear Bandits over Unknown Polytopes COLT 2024
Simple online learning with consistent oracle COLT 2024
Optimistic Search: Change Point Estimation for Large-scale Data via Adaptive Logarithmic Queries JMLR 2024
AUGUR: Practical Mobile Multipath Transport Service for Low Tail Latency in Real-Time Streaming NSDI 2024
Towards provably performant congestion control NSDI 2024
Metric Clustering and MST with Strong and Weak Distance Oracles COLT 2024
Pudica: Toward Near-Zero Queuing Delay in Congestion Control for Cloud Gaming NSDI 2024
The SMART approach to instance-optimal online learning COLT 2024
Online Stackelberg Optimization via Nonlinear Control COLT 2024
Adaptivity and Non-stationarity: Problem-dependent Dynamic Regret for Online Convex Optimization JMLR 2024
Stakeholder-oriented Decision Support for Auction-based Federated Learning IJCAI 2024
Learning with Posterior Sampling for Revenue Management under Time-varying Demand IJCAI 2024
Online Sampling and Decision Making with Low Entropy IJCAI 2024