experimental design

Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design ICML 2024 SPEED: Experimental Design for Policy Evaluation in Linear Heteroscedastic Bandits AISTATS 2024 Targeted Sequential Indirect Experiment Design NeurIPS 2024 Batch Bayesian Optimization For Replicable Experimental Design NeurIPS 2023 Differentiable Multi-Target Causal Bayesian Experimental Design ICML 2023 Experimental Designs for Heteroskedastic Variance NeurIPS 2023 ExPT: Synthetic Pretraining for Few-Shot Experimental Design NeurIPS 2023 Multi-armed Bandit Experimental Design: Online Decision-making and Adaptive Inference AISTATS 2023 Multi-task Representation Learning for Pure Exploration in Bilinear Bandits NeurIPS 2023 Neural Design for Genetic Perturbation Experiments ICLR 2023 Nonmyopic Multiclass Active Search with Diminishing Returns for Diverse Discovery AISTATS 2023 Non-Repeatable Experiments and Non-Reproducible Results: The Reproducibility Crisis in Human Evaluation in NLP ACL 2023 Non-stationary Experimental Design under Linear Trends NeurIPS 2023 Optimized Covariance Design for AB Test on Social Network under Interference NeurIPS 2023 Pricing Experimental Design: Causal Effect, Expected Revenue and Tail Risk ICML 2023 Task-specific experimental design for treatment effect estimation ICML 2023 Active Learning with Safety Constraints NeurIPS 2022 An Experimental Design Approach for Regret Minimization in Logistic Bandits AAAI 2022 Cluster Randomized Designs for One-Sided Bipartite Experiments NeurIPS 2022 GeneDisco: A Benchmark for Experimental Design in Drug Discovery ICLR 2022 Near Instance Optimal Model Selection for Pure Exploration Linear Bandits AISTATS 2022 Nearly Optimal Algorithms for Level Set Estimation AISTATS 2022 PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits NeurIPS 2022 Sample Constrained Treatment Effect Estimation NeurIPS 2022 Active Learning of Continuous-time Bayesian Networks through Interventions ICML 2021