| OpenBox: A Generalized Black-box Optimization Service | Jun 1, 2021 | Experimental DesignTransfer Learning | 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 |
| Active Task Disambiguation with LLMs | Feb 6, 2025 | Experimental DesignQuestion Selection | CodeCode Available | 1 | 5 |
| Emulation of physical processes with Emukit | Oct 25, 2021 | Bayesian OptimizationDecision Making | CodeCode Available | 1 | 5 |
| SoK: Membership Inference Attacks on LLMs are Rushing Nowhere (and How to Fix It) | Jun 25, 2024 | BenchmarkingExperimental Design | CodeCode Available | 1 | 5 |
| Autonomous Microscopy Experiments through Large Language Model Agents | Dec 18, 2024 | BenchmarkingExperimental Design | CodeCode Available | 1 | 5 |
| Initial recommendations for performing, benchmarking, and reporting single-cell proteomics experiments | Jul 19, 2022 | BenchmarkingExperimental Design | CodeCode Available | 1 | 5 |
| A friendly introduction to triangular transport | Mar 27, 2025 | Bayesian InferenceDecision Making | CodeCode Available | 1 | 5 |
| Attention-Based Transformers for Instance Segmentation of Cells in Microstructures | Nov 19, 2020 | Cell DetectionCell Segmentation | CodeCode Available | 1 | 5 |
| Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics | Mar 21, 2024 | DeepFake DetectionExperimental Design | CodeCode Available | 1 | 5 |
| GeneDisco: A Benchmark for Experimental Design in Drug Discovery | Oct 22, 2021 | Active LearningDrug Discovery | 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 |
| Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study | Apr 7, 2020 | AnatomyAnomaly Detection | CodeCode Available | 1 | 5 |
| Conditional Image Generation by Conditioning Variational Auto-Encoders | Feb 24, 2021 | Conditional Image GenerationExperimental Design | CodeCode Available | 1 | 5 |
| Interventions, Where and How? Experimental Design for Causal Models at Scale | Mar 3, 2022 | Causal DiscoveryExperimental Design | CodeCode Available | 1 | 5 |
| A Practical Recipe for Federated Learning Under Statistical Heterogeneity Experimental Design | Jul 28, 2023 | Experimental DesignFederated Learning | 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 |
| Gradient and Uncertainty Enhanced Sequential Sampling for Global Fit | Sep 29, 2023 | Active LearningExperimental Design | CodeCode Available | 0 | 5 |
| Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design | Dec 21, 2009 | Experimental Design | CodeCode Available | 0 | 5 |
| FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems | Apr 26, 2023 | Experimental DesignModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
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| Fast Parallel Algorithms for Statistical Subset Selection Problems | Mar 6, 2019 | Combinatorial OptimizationExperimental Design | CodeCode Available | 0 | 5 |
| Amortized Bayesian Experimental Design for Decision-Making | Nov 4, 2024 | Decision MakingExperimental 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 |
| Fast Screening Rules for Optimal Design via Quadratic Lasso Reformulation | Oct 13, 2023 | Experimental Designregression | CodeCode Available | 0 | 5 |
| Guarantees for Greedy Maximization of Non-submodular Functions with Applications | Mar 6, 2017 | Experimental Design | CodeCode Available | 0 | 5 |
| Estimating the number and effect sizes of non-null hypotheses | Feb 17, 2020 | Experimental Design | CodeCode Available | 0 | 5 |
| Parallel Experimentation and Competitive Interference on Online Advertising Platforms | Mar 27, 2019 | Decision MakingExperimental Design | CodeCode Available | 0 | 5 |
| A Meta-Analysis of the Anomaly Detection Problem | Mar 3, 2015 | Anomaly DetectionBenchmarking | CodeCode Available | 0 | 5 |
| Empirical Study of Off-Policy Policy Evaluation for Reinforcement Learning | Nov 15, 2019 | BenchmarkingDiversity | 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 |
| EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning Analysis | Aug 24, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| Efficient Bayesian Experimental Design for Implicit Models | Oct 23, 2018 | Bayesian OptimisationExperimental 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 |
| Accelerated Experimental Design for Pairwise Comparisons | Jan 18, 2019 | 2kExperimental Design | CodeCode Available | 0 | 5 |
| A primer on correlation-based dimension reduction methods for multi-omics analysis | Mar 13, 2023 | Dimensionality ReductionExperimental Design | CodeCode Available | 0 | 5 |
| DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment Design | Dec 7, 2023 | Experimental Design | CodeCode Available | 0 | 5 |
| Experimental design for causal query estimation in partially observed biomolecular networks | Oct 24, 2022 | Experimental Design | CodeCode Available | 0 | 5 |
| Heterogeneous Treatment Effects for Networks, Panels, and other Outcome Matrices | May 2, 2022 | Experimental Design | CodeCode Available | 0 | 5 |
| Deep Bayesian Experimental Design for Quantum Many-Body Systems | Jun 26, 2023 | Experimental Design | CodeCode Available | 0 | 5 |
| ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition | Jun 8, 2025 | Active LearningBayesian Inference | CodeCode Available | 0 | 5 |
| A Likelihood-Free Approach to Goal-Oriented Bayesian Optimal Experimental Design | Aug 18, 2024 | EpidemiologyExperimental 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 |
| A Capacity Scaling Law for Artificial Neural Networks | Aug 20, 2017 | 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 |
| A Reproducible Analysis of Sequential Recommender Systems | Aug 7, 2024 | Experimental DesignRecommendation Systems | CodeCode Available | 0 | 5 |
| Constrained Bayesian Optimization for Automatic Underwater Vehicle Hull Design | Feb 28, 2023 | Bayesian OptimizationExperimental Design | CodeCode Available | 0 | 5 |
| Designing an Evaluation Framework for Large Language Models in Astronomy Research | May 30, 2024 | AstronomyChatbot | CodeCode Available | 0 | 5 |
