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Online Algorithms

2190 directly classified papers

Papers per year

Papers

Observe Before Play: Multi-Armed Bandit with Pre-Observations AAAI 2020
A Multi-Unit Profit Competitive Mechanism for Cellular Traffic Offloading AAAI 2020
Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms during High-Demand Hours AAAI 2020
Incremental Fairness in Two-Sided Market Platforms: On Smoothly Updating Recommendations AAAI 2020
Practical Frank–Wolfe Method with Decision Diagrams for Computing Wardrop Equilibrium of Combinatorial Congestion Games AAAI 2020
Did That Lost Ballot Box Cost Me a Seat? Computing Manipulations of STV Elections AAAI 2020
Optimal Margin Distribution Learning in Dynamic Environments AAAI 2020
Learning URI Selection Criteria to Improve the Crawling of Linked Open Data (Extended Abstract) IJCAI 2020
Online Learning in Changing Environments IJCAI 2020
Online Learning with Vector Costs and Bandits with Knapsacks COLT 2020
A Low Complexity Algorithm with O(√T) Regret and O(1) Constraint Violations for Online Convex Optimization with Long Term Constraints JMLR 2020
Secretary and Online Matching Problems with Machine Learned Advice NIPS 2020
Optimal Robustness-Consistency Trade-offs for Learning-Augmented Online Algorithms NIPS 2020
Adaptive Probing Policies for Shortest Path Routing NIPS 2020
Online Learning for Active Cache Synchronization ICML 2020
Hypothetical Answers to Continuous Queries over Data Streams AAAI 2020
Gradient-free Online Learning in Continuous Games with Delayed Rewards ICML 2020
A Simple Approach for Non-stationary Linear Bandits AISTATS 2020
A Practical Algorithm for Multiplayer Bandits when Arm Means Vary Among Players AISTATS 2020
Contextual Combinatorial Volatile Multi-armed Bandit with Adaptive Discretization AISTATS 2020
Bandit Convex Optimization in Non-stationary Environments AISTATS 2020
Online Linear Optimization with Many Hints NIPS 2020
Optimal Best-arm Identification in Linear Bandits NIPS 2020
Mitigating Manipulation in Peer Review via Randomized Reviewer Assignments NIPS 2020
Learning Augmented Energy Minimization via Speed Scaling NIPS 2020