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Online Algorithms

2190 directly classified papers

Papers per year

Papers

Coupon Design in Advertising Systems AAAI 2021
Online Learning in Variable Feature Spaces under Incomplete Supervision AAAI 2021
Federated Multi-armed Bandits with Personalization AISTATS 2021
An Optimal Reduction of TV-Denoising to Adaptive Online Learning AISTATS 2021
Stochastic Bandits with Linear Constraints AISTATS 2021
Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism ICML 2021
Power of Hints for Online Learning with Movement Costs AISTATS 2021
Budgeted and Non-Budgeted Causal Bandits AISTATS 2021
The Power of Adaptivity for Stochastic Submodular Cover ICML 2021
Consistent k-Median: Simpler, Better and Robust AISTATS 2021
Fully Gap-Dependent Bounds for Multinomial Logit Bandit AISTATS 2021
Approximation Theory Based Methods for RKHS Bandits ICML 2021
Online Submodular Resource Allocation with Applications to Rebalancing Shared Mobility Systems ICML 2021
Top-k eXtreme Contextual Bandits with Arm Hierarchy ICML 2021
Optimal regret algorithm for Pseudo-1d Bandit Convex Optimization ICML 2021
Dueling Convex Optimization ICML 2021
Adversarial Dueling Bandits ICML 2021
Leveraging Good Representations in Linear Contextual Bandits ICML 2021
Incentivizing Compliance with Algorithmic Instruments ICML 2021
No-regret Algorithms for Capturing Events in Poisson Point Processes ICML 2021
Joint Online Learning and Decision-making via Dual Mirror Descent ICML 2021
Optimal Streaming Algorithms for Multi-Armed Bandits ICML 2021
Multi-layered Network Exploration via Random Walks: From Offline Optimization to Online Learning ICML 2021
Learning to Price Against a Moving Target ICML 2021
Optimal Gradient-based Algorithms for Non-concave Bandit Optimization NIPS 2021