optimal design

On The Complexity of Best-Arm Identification in Non-Stationary Linear Bandits COLT 2026 Bandit Pareto Set Identification in a Multi-Output Linear Model AISTATS 2025 Optimal Design for Human Preference Elicitation NeurIPS 2024 SPEED: Experimental Design for Policy Evaluation in Linear Heteroscedastic Bandits AISTATS 2024 Reward Learning as Doubly Nonparametric Bandits: Optimal Design and Scaling Laws AISTATS 2023 Fixed-Budget Best-Arm Identification in Structured Bandits IJCAI 2022 Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits NeurIPS 2022 Optimizing Sequential Experimental Design with Deep Reinforcement Learning ICML 2022 Safe Optimal Design with Applications in Off-Policy Learning AISTATS 2022 Federated Linear Contextual Bandits NeurIPS 2021 High-dimensional Experimental Design and Kernel Bandits ICML 2021 Online A-Optimal Design and Active Linear Regression ICML 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 NeurIPS 2013 Adaptive Design Optimization in Experiments with People NeurIPS 2009 Identification of Recurrent Neural Networks by Bayesian Interrogation Techniques JMLR 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