| Active Task Disambiguation with LLMs | Feb 6, 2025 | Experimental DesignQuestion Selection | CodeCode Available | 1 |
| Conditional Image Generation by Conditioning Variational Auto-Encoders | Feb 24, 2021 | Conditional Image GenerationExperimental Design | CodeCode Available | 1 |
| Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods | Nov 3, 2021 | Experimental Design | CodeCode Available | 1 |
| Initial recommendations for performing, benchmarking, and reporting single-cell proteomics experiments | Jul 19, 2022 | BenchmarkingExperimental Design | CodeCode Available | 1 |
| Interventions, Where and How? Experimental Design for Causal Models at Scale | Mar 3, 2022 | Causal DiscoveryExperimental Design | CodeCode Available | 1 |
| Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design | Mar 3, 2021 | Experimental Design | CodeCode Available | 1 |
| Edge Proposal Sets for Link Prediction | Jun 30, 2021 | Experimental DesignLink Prediction | 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 |
| CeBed: A Benchmark for Deep Data-Driven OFDM Channel Estimation | Jun 23, 2023 | Experimental Design | CodeCode Available | 1 |
| 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 |
| BINOCULARS for Efficient, Nonmyopic Sequential Experimental Design | Sep 10, 2019 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 |
| A friendly introduction to triangular transport | Mar 27, 2025 | Bayesian InferenceDecision Making | CodeCode Available | 1 |
| Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual Information | Apr 19, 2021 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 |
| Autonomous Microscopy Experiments through Large Language Model Agents | Dec 18, 2024 | BenchmarkingExperimental Design | CodeCode Available | 1 |
| A Bayesian Model of Dose-Response for Cancer Drug Studies | Jun 10, 2019 | DenoisingDrug Discovery | CodeCode Available | 1 |
| Active Learning for Optimal Intervention Design in Causal Models | Sep 10, 2022 | Active LearningExperimental Design | CodeCode Available | 1 |
| CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design | Feb 27, 2023 | Experimental Design | CodeCode Available | 1 |
| Correct block-design experiments mitigate temporal correlation bias in EEG classification | Nov 25, 2020 | ClassificationEEG | CodeCode Available | 1 |
| Creation and analysis of biochemical constraint-based models: the COBRA Toolbox v3.0 | Oct 11, 2017 | Experimental Design | 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 |
| Deep Local Volatility | Jul 20, 2020 | Deep LearningExperimental Design | CodeCode Available | 1 |
| Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics | Mar 21, 2024 | DeepFake DetectionExperimental Design | CodeCode Available | 1 |
| Evaluating Multiview Object Consistency in Humans and Image Models | Sep 9, 2024 | Experimental Design | CodeCode Available | 1 |
| ExPT: Synthetic Pretraining for Few-Shot Experimental Design | Oct 30, 2023 | Experimental DesignIn-Context Learning | CodeCode Available | 1 |
| Attention-Based Transformers for Instance Segmentation of Cells in Microstructures | Nov 19, 2020 | Cell DetectionCell Segmentation | CodeCode Available | 1 |
