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Online Algorithms

2,192 papers

Papers per year

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Papers

Did That Lost Ballot Box Cost Me a Seat? Computing Manipulations of STV Elections AAAI 2020
Online Evaluation of Audiences for Targeted Advertising via Bandit Experiments AAAI 2020
Draining the Water Hole: Mitigating Social Engineering Attacks with CyberTWEAK AAAI 2020
Collaborative Exploration in Stochastic Multi-Player Bandits ACML 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
Decentralized Multi-player Multi-armed Bandits with No Collision Information AISTATS 2020
Competing Bandits in Matching Markets AISTATS 2020
Ensemble Gaussian Processes with Spectral Features for Online Interactive Learning with Scalability AISTATS 2020
Randomized Exploration in Generalized Linear Bandits AISTATS 2020
An Optimal Algorithm for Bandit Convex Optimization with Strongly-Convex and Smooth Loss AISTATS 2020
Derivative-Free & Order-Robust Optimisation AISTATS 2020
A PTAS for the Bayesian Thresholding Bandit Problem AISTATS 2020
Thresholding Bandit Problem with Both Duels and Pulls AISTATS 2020
The Quantile Snapshot Scan: Comparing Quantiles of Spatial Data from Two Snapshots in Time AISTATS 2020
MAP Inference for Customized Determinantal Point Processes via Maximum Inner Product Search AISTATS 2020
The Gossiping Insert-Eliminate Algorithm for Multi-Agent Bandits AISTATS 2020
Understanding the Effects of Batching in Online Active Learning AISTATS 2020
Adaptive Exploration in Linear Contextual Bandit AISTATS 2020
Learning piecewise Lipschitz functions in changing environments AISTATS 2020
Prophets, Secretaries, and Maximizing the Probability of Choosing the Best AISTATS 2020
A single algorithm for both restless and rested rotting bandits AISTATS 2020
Online Batch Decision-Making with High-Dimensional Covariates AISTATS 2020