| Proposed Guidelines for the Responsible Use of Explainable Machine Learning | Jun 8, 2019 | BIG-bench Machine LearningExplainable artificial intelligence | CodeCode Available | 1 |
| Head2Head: Video-based Neural Head Synthesis | May 22, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Hidden Stratification Causes Clinically Meaningful Failures in Machine Learning for Medical Imaging | Sep 27, 2019 | BIG-bench Machine LearningMedical Image Analysis | CodeCode Available | 1 |
| A Rationale-Centric Framework for Human-in-the-loop Machine Learning | Mar 24, 2022 | BIG-bench Machine LearningFew-Shot Learning | CodeCode Available | 1 |
| Higher-Order Quantum Reservoir Computing | Jun 16, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| A quantum algorithm for training wide and deep classical neural networks | Jul 19, 2021 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 1 |
| How I failed machine learning in medical imaging -- shortcomings and recommendations | Mar 18, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Hybrid and Automated Machine Learning Approaches for Oil Fields Development: the Case Study of Volve Field, North Sea | Mar 3, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| HyFed: A Hybrid Federated Framework for Privacy-preserving Machine Learning | May 21, 2021 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 |
| Ice Monitoring in Swiss Lakes from Optical Satellites and Webcams using Machine Learning | Oct 27, 2020 | BIG-bench Machine LearningLake Ice Monitoring | CodeCode Available | 1 |
| ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial Patches | Mar 7, 2022 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| Are Convolutional Neural Networks or Transformers more like human vision? | May 15, 2021 | BIG-bench Machine LearningObject Recognition | CodeCode Available | 1 |
| A flow-based IDS using Machine Learning in eBPF | Feb 19, 2021 | BIG-bench Machine LearningIntrusion Detection | CodeCode Available | 1 |
| A Preliminary Study of Neural Network-based Approximation for HPC Applications | Dec 18, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Industrial Machine Tool Component Surface Defect Dataset | Mar 24, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems | Mar 29, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| In Pursuit of Interpretable, Fair and Accurate Machine Learning for Criminal Recidivism Prediction | May 8, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Adaptive Risk Minimization: Learning to Adapt to Domain Shift | Jul 6, 2020 | BIG-bench Machine LearningDomain Generalization | CodeCode Available | 1 |
| Interactive Machine Learning of Musical Gesture | Nov 26, 2020 | BIG-bench Machine LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Interpretable Machine Learning Approaches to Prediction of Chronic Homelessness | Sep 12, 2020 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 1 |
| Interpretable machine learning: definitions, methods, and applications | Jan 14, 2019 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 1 |
| A Primer on the Signature Method in Machine Learning | Mar 11, 2016 | BIG-bench Machine LearningDimensionality Reduction | CodeCode Available | 1 |
| Is Machine Learning Ready for Traffic Engineering Optimization? | Sep 3, 2021 | BIG-bench Machine LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| j-Wave: An open-source differentiable wave simulator | Jun 30, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 |
| A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph Perspective | Feb 19, 2021 | BIG-bench Machine LearningDrug Discovery | CodeCode Available | 1 |
