conftrace_

multi-armed bandit

1098 papers

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Also known as

MAB

Co-occurring keywords

regret bound (1926) online learning (1777) stochastic optimization (1060) thompson sampling (237) upper confidence bound (197) regret minimization (315) online algorithm (445) sample complexity (1169) contextual bandit (381) best arm identification (85)

Papers

Stochastic Online Learning with Probabilistic Graph Feedback AAAI 2020
Fatigue-Aware Bandits for Dependent Click Models AAAI 2020
Best Arm Identification in Spectral Bandits IJCAI 2020
Combinatorial Multi-Armed Bandits with Concave Rewards and Fairness Constraints IJCAI 2020
Spectral bandits JMLR 2020
Efficient Large-Scale Gaussian Process Bandits by Believing only Informative Actions L4DC 2020
Locally Differentially Private (Contextual) Bandits Learning NIPS 2020
Stage-wise Conservative Linear Bandits NIPS 2020
Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting ICML 2020
FrugalML: How to use ML Prediction APIs more accurately and cheaply NIPS 2020
Chaos, Extremism and Optimism: Volume Analysis of Learning in Games NIPS 2020
Delay and Cooperation in Nonstochastic Linear Bandits NIPS 2020
Bandits for BMO Functions ICML 2020
Bounded Rationality in Las Vegas: Probabilistic Finite Automata Play Multi-Armed Bandits UAI 2020
Agbots 2.0: Weeding Denser Fields with Fewer Robots RSS 2020
Batched Coarse Ranking in Multi-Armed Bandits NIPS 2020
Regret in Online Recommendation Systems NIPS 2020
DORB: Dynamically Optimizing Multiple Rewards with Bandits EMNLP 2020
Non-Stationary Delayed Bandits with Intermediate Observations ICML 2020
Thresholding Graph Bandits with GrAPL AISTATS 2020
Unreasonable Effectiveness of Greedy Algorithms in Multi-Armed Bandit with Many Arms NIPS 2020
Crush Optimism with Pessimism: Structured Bandits Beyond Asymptotic Optimality NIPS 2020
Adversarial Blocking Bandits NIPS 2020
Online Evaluation of Audiences for Targeted Advertising via Bandit Experiments AAAI 2020
Fixed-confidence guarantees for Bayesian best-arm identification AISTATS 2020