| LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text | Feb 6, 2024 | Experimental Design | CodeCode Available | 1 |
| 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 |
| ExPT: Synthetic Pretraining for Few-Shot Experimental Design | Oct 30, 2023 | Experimental DesignIn-Context Learning | CodeCode Available | 1 |
| Sustainable Concrete via Bayesian Optimization | Oct 27, 2023 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 |
| A Practical Recipe for Federated Learning Under Statistical Heterogeneity Experimental Design | Jul 28, 2023 | Experimental DesignFederated Learning | CodeCode Available | 1 |
| CeBed: A Benchmark for Deep Data-Driven OFDM Channel Estimation | Jun 23, 2023 | Experimental Design | CodeCode Available | 1 |
| The Machine Psychology of Cooperation: Can GPT models operationalise prompts for altruism, cooperation, competitiveness and selfishness in economic games? | May 13, 2023 | Experimental DesignLanguage Modelling | CodeCode Available | 1 |
| CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design | Feb 27, 2023 | Experimental Design | CodeCode Available | 1 |
| Comparing Well and Geophysical Data for Temperature Monitoring Within a Bayesian Experimental Design Framework | Oct 19, 2022 | Experimental DesignTime Series Regression | CodeCode Available | 1 |
| New Paradigms for Exploiting Parallel Experiments in Bayesian Optimization | Oct 3, 2022 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 |
| Active Learning for Optimal Intervention Design in Causal Models | Sep 10, 2022 | Active LearningExperimental Design | CodeCode Available | 1 |
| Initial recommendations for performing, benchmarking, and reporting single-cell proteomics experiments | Jul 19, 2022 | BenchmarkingExperimental Design | CodeCode Available | 1 |
| Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning | Jun 21, 2022 | Dimensionality ReductionExperimental Design | CodeCode Available | 1 |
| Marginal Post Processing of Bayesian Inference Products with Normalizing Flows and Kernel Density Estimators | May 25, 2022 | Bayesian InferenceExperimental Design | CodeCode Available | 1 |
| VICE: Variational Interpretable Concept Embeddings | May 2, 2022 | Experimental DesignObject | CodeCode Available | 1 |
| Interventions, Where and How? Experimental Design for Causal Models at Scale | Mar 3, 2022 | Causal DiscoveryExperimental Design | CodeCode Available | 1 |
| Optimizing Sequential Experimental Design with Deep Reinforcement Learning | Feb 2, 2022 | Deep Reinforcement LearningExperimental Design | CodeCode Available | 1 |
| Learning High-Dimensional Parametric Maps via Reduced Basis Adaptive Residual Networks | Dec 14, 2021 | Experimental DesignVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| An Experimental Design Perspective on Model-Based Reinforcement Learning | Dec 9, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods | Nov 3, 2021 | Experimental Design | CodeCode Available | 1 |
| Emulation of physical processes with Emukit | Oct 25, 2021 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| GeneDisco: A Benchmark for Experimental Design in Drug Discovery | Oct 22, 2021 | Active LearningDrug Discovery | CodeCode Available | 1 |
| What Does TERRA-REF's High Resolution, Multi Sensor Plant Sensing Public Domain Data Offer the Computer Vision Community? | Jul 29, 2021 | Experimental DesignManagement | CodeCode Available | 1 |
| Deeper Learning By Doing: Integrating Hands-On Research Projects Into a Machine Learning Course | Jul 28, 2021 | BIG-bench Machine LearningExperimental Design | CodeCode Available | 1 |
| Edge Proposal Sets for Link Prediction | Jun 30, 2021 | Experimental DesignLink Prediction | CodeCode Available | 1 |
