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Online Algorithms

2190 directly classified papers

Papers per year

Papers

Thresholding Bandit Problem with Both Duels and Pulls AISTATS 2020
Adaptive Online Estimation of Piecewise Polynomial Trends NIPS 2020
Taking a hint: How to leverage loss predictors in contextual bandits? COLT 2020
Combinatorial Multi-Armed Bandits with Concave Rewards and Fairness Constraints IJCAI 2020
The Blind Men and the Elephant: Integrated Offline/Online Optimization Under Uncertainty IJCAI 2020
Online Optimization with Memory and Competitive Control NIPS 2020
Enabling Programmable Transport Protocols in High-Speed NICs NSDI 2020
Reinforcement Learning in Feature Space: Matrix Bandit, Kernels, and Regret Bound ICML 2020
Online Continuous DR-Submodular Maximization with Long-Term Budget Constraints AISTATS 2020
A single algorithm for both restless and rested rotting bandits AISTATS 2020
Finding All $\epsilon$-Good Arms in Stochastic Bandits NIPS 2020
Optimal Algorithms for Multiplayer Multi-Armed Bandits AISTATS 2020
Online Batch Decision-Making with High-Dimensional Covariates AISTATS 2020
Learning piecewise Lipschitz functions in changing environments AISTATS 2020
Adaptive Exploration in Linear Contextual Bandit AISTATS 2020
Understanding the Effects of Batching in Online Active Learning AISTATS 2020
The Method of Random Directions Optimization for Stereo Audio Source Separation INTERSPEECH 2020
Learning Adversarial Markov Decision Processes with Bandit Feedback and Unknown Transition ICML 2020
Bisection-Based Pricing for Repeated Contextual Auctions against Strategic Buyer ICML 2020
Optimal Sequential Maximization: One Interview is Enough! ICML 2020
Optimal Non-parametric Learning in Repeated Contextual Auctions with Strategic Buyer ICML 2020
When Demands Evolve Larger and Noisier: Learning and Earning in a Growing Environment ICML 2020
Adapting to Smoothness: A More Universal Algorithm for Online Convex Optimization AAAI 2020
Efficient Projection-Free Online Methods with Stochastic Recursive Gradient AAAI 2020
Online Second Price Auction with Semi-Bandit Feedback under the Non-Stationary Setting AAAI 2020