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optimal design

18 papers

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Co-occurring keywords

experimental design (89) optimal experimental design (23) multi-armed bandit (1098) regret bound (1926) online algorithm (445) linear bandit (124) active learning (1301) combinatorial optimization (1039) g-optimal design (2) mutual information (724)

Papers

SPEED: Experimental Design for Policy Evaluation in Linear Heteroscedastic Bandits AISTATS 2024
Optimal Design for Human Preference Elicitation NIPS 2024
Reward Learning as Doubly Nonparametric Bandits: Optimal Design and Scaling Laws AISTATS 2023
Safe Optimal Design with Applications in Off-Policy Learning AISTATS 2022
Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits NIPS 2022
Fixed-Budget Best-Arm Identification in Structured Bandits IJCAI 2022
Optimizing Sequential Experimental Design with Deep Reinforcement Learning ICML 2022
Online A-Optimal Design and Active Linear Regression ICML 2021
High-dimensional Experimental Design and Kernel Bandits ICML 2021
Federated Linear Contextual Bandits NIPS 2021
Designing Optimal Binary Rating Systems AISTATS 2019
Near-Optimal Design of Experiments via Regret Minimization ICML 2017
Experimental Design on a Budget for Sparse Linear Models and Applications ICML 2016
Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits NIPS 2013
Identification of Recurrent Neural Networks by Bayesian Interrogation Techniques JMLR 2009
Adaptive Design Optimization in Experiments with People NIPS 2009
Active Learning of Causal Networks with Intervention Experiments and Optimal Designs JMLR 2008
Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies JMLR 2008