| Emulation of physical processes with Emukit | Oct 25, 2021 | Bayesian OptimizationDecision Making | CodeCode Available | 1 | 5 |
| Confident Teacher, Confident Student? A Novel User Study Design for Investigating the Didactic Potential of Explanations and their Impact on Uncertainty | Sep 10, 2024 | Experimental DesignExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| Active Task Disambiguation with LLMs | Feb 6, 2025 | Experimental DesignQuestion Selection | CodeCode Available | 1 | 5 |
| Comparing Well and Geophysical Data for Temperature Monitoring Within a Bayesian Experimental Design Framework | Oct 19, 2022 | Experimental DesignTime Series Regression | CodeCode Available | 1 | 5 |
| Correct block-design experiments mitigate temporal correlation bias in EEG classification | Nov 25, 2020 | ClassificationEEG | CodeCode Available | 1 | 5 |
| Variance Alignment Score: A Simple But Tough-to-Beat Data Selection Method for Multimodal Contrastive Learning | Feb 3, 2024 | Contrastive LearningExperimental Design | CodeCode Available | 1 | 5 |
| Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design | Mar 3, 2021 | Experimental Design | CodeCode Available | 1 | 5 |
| Creation and analysis of biochemical constraint-based models: the COBRA Toolbox v3.0 | Oct 11, 2017 | Experimental Design | CodeCode Available | 1 | 5 |
| An Experimental Design Perspective on Model-Based Reinforcement Learning | Dec 9, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Deep Local Volatility | Jul 20, 2020 | Deep LearningExperimental Design | CodeCode Available | 1 | 5 |
| Edge Proposal Sets for Link Prediction | Jun 30, 2021 | Experimental DesignLink Prediction | CodeCode Available | 1 | 5 |
| Evaluating Multiview Object Consistency in Humans and Image Models | Sep 9, 2024 | Experimental Design | CodeCode Available | 1 | 5 |
| GitHub is an effective platform for collaborative and reproducible laboratory research | Aug 18, 2024 | Experimental DesignTransfer Learning | CodeCode Available | 1 | 5 |
| Initial recommendations for performing, benchmarking, and reporting single-cell proteomics experiments | Jul 19, 2022 | BenchmarkingExperimental Design | CodeCode Available | 1 | 5 |
| BINOCULARS for Efficient, Nonmyopic Sequential Experimental Design | Sep 10, 2019 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 | 5 |
| Empirical evaluation of scoring functions for Bayesian network model selection | Sep 11, 2012 | Experimental DesignModel Selection | CodeCode Available | 1 | 5 |
| A new framework for experimental design using Bayesian Evidential Learning: the case of wellhead protection area | May 12, 2021 | Bayesian InferenceExperimental Design | CodeCode Available | 1 | 5 |
| Learning High-Dimensional Parametric Maps via Reduced Basis Adaptive Residual Networks | Dec 14, 2021 | Experimental DesignVocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| Designing an Evaluation Framework for Large Language Models in Astronomy Research | May 30, 2024 | AstronomyChatbot | CodeCode Available | 0 | 5 |
| Derivative-Informed Projected Neural Networks for High-Dimensional Parametric Maps Governed by PDEs | Nov 30, 2020 | Experimental DesignUncertainty Quantification | CodeCode Available | 0 | 5 |
| Designing Optimal Behavioral Experiments Using Machine Learning | May 12, 2023 | Decision MakingExperimental Design | CodeCode Available | 0 | 5 |
| Differentiable Multi-Target Causal Bayesian Experimental Design | Feb 21, 2023 | Causal DiscoveryExperimental Design | 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 |
| Amortized Bayesian Experimental Design for Decision-Making | Nov 4, 2024 | Decision MakingExperimental Design | CodeCode Available | 0 | 5 |
| Counterfactual inference for sequential experiments | Feb 14, 2022 | counterfactualCounterfactual Inference | CodeCode Available | 0 | 5 |
