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| Evaluating Multiview Object Consistency in Humans and Image Models | Sep 9, 2024 | Experimental Design | CodeCode Available | 1 | 5 |
| Gemstones: A Model Suite for Multi-Faceted Scaling Laws | Feb 7, 2025 | Experimental DesignLanguage Modeling | CodeCode Available | 1 | 5 |
| Empirical evaluation of scoring functions for Bayesian network model selection | Sep 11, 2012 | Experimental DesignModel Selection | 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 |
| Edge Proposal Sets for Link Prediction | Jun 30, 2021 | Experimental DesignLink Prediction | CodeCode Available | 1 | 5 |
| Emulation of physical processes with Emukit | Oct 25, 2021 | Bayesian OptimizationDecision Making | CodeCode Available | 1 | 5 |
| GeneDisco: A Benchmark for Experimental Design in Drug Discovery | Oct 22, 2021 | Active LearningDrug Discovery | CodeCode Available | 1 | 5 |
| An Experimental Design Perspective on Model-Based Reinforcement Learning | Dec 9, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Creation and analysis of biochemical constraint-based models: the COBRA Toolbox v3.0 | Oct 11, 2017 | Experimental Design | CodeCode Available | 1 | 5 |
| Correct block-design experiments mitigate temporal correlation bias in EEG classification | Nov 25, 2020 | ClassificationEEG | CodeCode Available | 1 | 5 |
| A friendly introduction to triangular transport | Mar 27, 2025 | Bayesian InferenceDecision Making | CodeCode Available | 1 | 5 |
| Autonomous Microscopy Experiments through Large Language Model Agents | Dec 18, 2024 | BenchmarkingExperimental 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 |
| Active Learning for Optimal Intervention Design in Causal Models | Sep 10, 2022 | Active LearningExperimental Design | CodeCode Available | 1 | 5 |
| BINOCULARS for Efficient, Nonmyopic Sequential Experimental Design | Sep 10, 2019 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 | 5 |
| Attention-Based Transformers for Instance Segmentation of Cells in Microstructures | Nov 19, 2020 | Cell DetectionCell Segmentation | 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 |
| Experimental design for MRI by greedy policy search | Oct 30, 2020 | Experimental DesignPolicy Gradient Methods | CodeCode Available | 1 | 5 |
| Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design | Mar 3, 2021 | Experimental Design | CodeCode Available | 1 | 5 |
| Deep Local Volatility | Jul 20, 2020 | Deep LearningExperimental Design | CodeCode Available | 1 | 5 |
| Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual Information | Apr 19, 2021 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 | 5 |
| CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design | Feb 27, 2023 | Experimental 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 |
