| Distribution-Free, Risk-Controlling Prediction Sets | Jan 7, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 2 | 5 |
| TotalVibeSegmentator: Full Body MRI Segmentation for the NAKO and UK Biobank | May 31, 2024 | EpidemiologyHoldout Set | CodeCode Available | 2 | 5 |
| Liver Tumor Screening and Diagnosis in CT with Pixel-Lesion-Patient Network | Jul 17, 2023 | Computed Tomography (CT)Holdout Set | CodeCode Available | 1 | 5 |
| Understanding Transformers via N-gram Statistics | Jun 30, 2024 | Holdout Set | CodeCode Available | 1 | 5 |
| xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar Imagery | Jun 2, 2022 | Decision Making Under UncertaintyHoldout Set | CodeCode Available | 1 | 5 |
| Template-Based Automatic Search of Compact Semantic Segmentation Architectures | Apr 4, 2019 | General ClassificationHoldout Set | CodeCode Available | 1 | 5 |
| Generalization of Reinforcement Learners with Working and Episodic Memory | Oct 29, 2019 | Deep Reinforcement LearningHoldout Set | CodeCode Available | 0 | 5 |
| A shared latent space matrix factorisation method for recommending new trial evidence for systematic review updates | Feb 27, 2018 | Holdout Set | CodeCode Available | 0 | 5 |
| Comprehensive dataset of user-submitted articles with ideological and extreme bias from Reddit | Aug 12, 2024 | ArticlesHoldout Set | CodeCode Available | 0 | 5 |
| Generalization in Adaptive Data Analysis and Holdout Reuse | Jun 8, 2015 | Holdout Set | CodeCode Available | 0 | 5 |
| Holdouts set for safe predictive model updating | Feb 13, 2022 | Holdout Setmodel | CodeCode Available | 0 | 5 |
| Parametric Scaling Law of Tuning Bias in Conformal Prediction | Feb 5, 2025 | Conformal PredictionHoldout Set | CodeCode Available | 0 | 5 |
| Persistent Homology Captures the Generalization of Neural Networks Without A Validation Set | May 31, 2021 | Holdout Set | CodeCode Available | 0 | 5 |
| RATT: Leveraging Unlabeled Data to Guarantee Generalization | May 1, 2021 | Generalization BoundsHoldout Set | CodeCode Available | 0 | 5 |
| Testing for Overfitting | May 9, 2023 | Holdout Setvalid | CodeCode Available | 0 | 5 |
| Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation | Apr 18, 2019 | Decision MakingDiagnostic | CodeCode Available | 0 | 5 |
| Who's the (Multi-)Fairest of Them All: Rethinking Interpolation-Based Data Augmentation Through the Lens of Multicalibration | Dec 13, 2024 | AllData Augmentation | CodeCode Available | 0 | 5 |
| Outcome-based Reinforcement Learning to Predict the Future | May 23, 2025 | Holdout SetMath | —Unverified | 0 | 0 |
| Who Wins the Game of Thrones? How Sentiments Improve the Prediction of Candidate Choice | Feb 29, 2020 | BenchmarkingHoldout Set | —Unverified | 0 | 0 |
| A Meta-Analysis of Overfitting in Machine Learning | Dec 1, 2019 | BIG-bench Machine LearningHoldout Set | —Unverified | 0 | 0 |
| Predicting Individual Responses to Vasoactive Medications in Children with Septic Shock | Jan 15, 2019 | Holdout Setregression | —Unverified | 0 | 0 |
| Using Poisson Binomial GLMs to Reveal Voter Preferences | Feb 4, 2018 | Holdout Set | —Unverified | 0 | 0 |
| STAND: Data-Efficient and Self-Aware Precondition Induction for Interactive Task Learning | Sep 11, 2024 | Active LearningHoldout Set | —Unverified | 0 | 0 |
| Benchmark Inflation: Revealing LLM Performance Gaps Using Retro-Holdouts | Oct 11, 2024 | Holdout SetMisconceptions | —Unverified | 0 | 0 |
| Adaptive Statistical Learning with Bayesian Differential Privacy | Nov 2, 2019 | Holdout Set | —Unverified | 0 | 0 |
