| Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits | Feb 17, 2024 | Computational EfficiencyEfficient Exploration | CodeCode Available | 0 | 5 |
| An Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical Perspectives | Oct 25, 2023 | EthicsExperimental Design | CodeCode Available | 0 | 5 |
| Estimating the number and effect sizes of non-null hypotheses | Feb 17, 2020 | Experimental Design | CodeCode Available | 0 | 5 |
| Expert-guided Bayesian Optimisation for Human-in-the-loop Experimental Design of Known Systems | Dec 5, 2023 | Bayesian OptimisationDecision Making | CodeCode Available | 0 | 5 |
| Guarantees for Greedy Maximization of Non-submodular Functions with Applications | Mar 6, 2017 | Experimental Design | CodeCode Available | 0 | 5 |
| Experimental Design for Multi-Channel Imaging via Task-Driven Feature Selection | Oct 13, 2022 | Experimental Designfeature selection | CodeCode Available | 0 | 5 |
| EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE | Sep 28, 2018 | Decision MakingDiagnostic | CodeCode Available | 0 | 5 |
| DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment Design | Dec 7, 2023 | Experimental Design | CodeCode Available | 0 | 5 |
| Early Screening of SARS-CoV-2 by Intelligent Analysis of X-Ray Images | May 28, 2020 | Experimental Designfeature selection | CodeCode Available | 0 | 5 |
| Designing an Evaluation Framework for Large Language Models in Astronomy Research | May 30, 2024 | AstronomyChatbot | CodeCode Available | 0 | 5 |
| Designing Optimal Behavioral Experiments Using Machine Learning | May 12, 2023 | Decision MakingExperimental Design | CodeCode Available | 0 | 5 |
| Deep Bayesian Experimental Design for Quantum Many-Body Systems | Jun 26, 2023 | Experimental Design | CodeCode Available | 0 | 5 |
| Bayesian Optimisation for Sequential Experimental Design with Applications in Additive Manufacturing | Jul 27, 2021 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 | 5 |
| ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments | Dec 15, 2024 | Active LearningCausal Inference | CodeCode Available | 0 | 5 |
| Differentiable Multi-Target Causal Bayesian Experimental Design | Feb 21, 2023 | Causal DiscoveryExperimental Design | CodeCode Available | 0 | 5 |
| EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning Analysis | Aug 24, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| Confidence Intervals for Policy Evaluation in Adaptive Experiments | Nov 7, 2019 | Experimental DesignMulti-Armed Bandits | CodeCode Available | 0 | 5 |
| A Newton Frank-Wolfe Method for Constrained Self-Concordant Minimization | Feb 17, 2020 | Experimental Design | CodeCode Available | 0 | 5 |
| Bayesian Experimental Design via Contrastive Diffusions | Oct 15, 2024 | Experimental Design | CodeCode Available | 0 | 5 |
| An Experimental Design for Anytime-Valid Causal Inference on Multi-Armed Bandits | Nov 9, 2023 | Causal InferenceExperimental Design | CodeCode Available | 0 | 5 |
| Bayesian experimental design using regularized determinantal point processes | Jun 10, 2019 | Experimental DesignPoint Processes | CodeCode Available | 0 | 5 |
| Submodular Maximization Beyond Non-negativity: Guarantees, Fast Algorithms, and Applications | Apr 19, 2019 | Experimental Design | CodeCode Available | 0 | 5 |
| Constrained Bayesian Optimization for Automatic Underwater Vehicle Hull Design | Feb 28, 2023 | Bayesian OptimizationExperimental Design | CodeCode Available | 0 | 5 |
| BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and Bandits | May 29, 2014 | Bayesian OptimizationExperimental Design | CodeCode Available | 0 | 5 |
| Characterizing the robustness of Bayesian adaptive experimental designs to active learning bias | May 27, 2022 | Active LearningExperimental Design | CodeCode Available | 0 | 5 |
