| Bayesian Experimental Design for Implicit Models by Mutual Information Neural Estimation | Feb 19, 2020 | Experimental Design | CodeCode Available | 0 | 5 |
| Differentiable Multi-Target Causal Bayesian Experimental Design | Feb 21, 2023 | Causal DiscoveryExperimental Design | CodeCode Available | 0 | 5 |
| EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE | Sep 28, 2018 | Decision MakingDiagnostic | 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 |
| A Likelihood-Free Approach to Goal-Oriented Bayesian Optimal Experimental Design | Aug 18, 2024 | EpidemiologyExperimental Design | CodeCode Available | 0 | 5 |
| (Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas | Aug 31, 2019 | DiversityExperimental Design | CodeCode Available | 0 | 5 |
| Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits | Feb 17, 2024 | Computational EfficiencyEfficient Exploration | CodeCode Available | 0 | 5 |
| Bayesian Experimental Design for Computed Tomography with the Linearised Deep Image Prior | Jul 11, 2022 | Experimental Design | CodeCode Available | 0 | 5 |
| Bayesian Adaptive Calibration and Optimal Design | May 23, 2024 | Experimental Design | CodeCode Available | 0 | 5 |
| Designing an Evaluation Framework for Large Language Models in Astronomy Research | May 30, 2024 | AstronomyChatbot | CodeCode Available | 0 | 5 |
| A Bayesian Approach for Medical Inquiry and Disease Inference in Automated Differential Diagnosis | Oct 15, 2021 | Bayesian InferenceExperimental Design | CodeCode Available | 0 | 5 |
| An approximate KLD based experimental design for models with intractable likelihoods | Apr 1, 2020 | Experimental Design | CodeCode Available | 0 | 5 |
| Noisy Adaptive Group Testing using Bayesian Sequential Experimental Design | Apr 26, 2020 | DecoderExperimental Design | CodeCode Available | 0 | 5 |
| Confidence Intervals for Policy Evaluation in Adaptive Experiments | Nov 7, 2019 | Experimental DesignMulti-Armed Bandits | CodeCode Available | 0 | 5 |
| Coupled Input-Output Dimension Reduction: Application to Goal-oriented Bayesian Experimental Design and Global Sensitivity Analysis | Jun 19, 2024 | Combinatorial OptimizationDiagnostic | CodeCode Available | 0 | 5 |
| Deep Bayesian Experimental Design for Quantum Many-Body Systems | Jun 26, 2023 | Experimental Design | CodeCode Available | 0 | 5 |
| On Warm-Starting Neural Network Training | Oct 18, 2019 | Experimental Design | CodeCode Available | 0 | 5 |
| Designing Optimal Behavioral Experiments Using Machine Learning | May 12, 2023 | Decision MakingExperimental Design | CodeCode Available | 0 | 5 |
| Constrained Bayesian Optimization for Automatic Underwater Vehicle Hull Design | Feb 28, 2023 | Bayesian OptimizationExperimental Design | CodeCode Available | 0 | 5 |
| Online simulator-based experimental design for cognitive model selection | Mar 3, 2023 | Experimental DesignModel Selection | CodeCode Available | 0 | 5 |
| AutoOED: Automated Optimal Experimental Design Platform with Data- and Time-Efficient Multi-Objective Optimization | Sep 29, 2021 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Analysis and Optimization of Seismic Monitoring Networks with Bayesian Optimal Experiment Design | Sep 27, 2024 | Experimental Design | —Unverified | 0 | 0 |
| Automatic Event Detection for Signal-based Surveillance | Dec 6, 2016 | Event DetectionExperimental Design | —Unverified | 0 | 0 |
| Automatic evaluation of herding behavior in towed fishing gear using end-to-end training of CNN and attention-based networks | Mar 21, 2023 | Action RecognitionExperimental Design | —Unverified | 0 | 0 |
| An adaptive random experiment design method for engineering experiment | Aug 27, 2020 | Experimental DesignQuantization | —Unverified | 0 | 0 |