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| Open Source Software for Efficient and Transparent Reviews | Jun 22, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set | Mar 31, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 | 5 |
| Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers | Nov 11, 2020 | BIG-bench Machine LearningCombinatorial Optimization | CodeCode Available | 1 | 5 |
| Enzyme promiscuity prediction using hierarchy-informed multi-label classification | Feb 18, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| A Survey of Machine Learning Techniques in Adversarial Image Forensics | Oct 19, 2020 | BIG-bench Machine LearningImage Forensics | CodeCode Available | 1 | 5 |
| A Survey on Machine Learning Techniques for Source Code Analysis | Oct 18, 2021 | BIG-bench Machine LearningVulnerability Detection | CodeCode Available | 1 | 5 |
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| A Survey of Privacy Attacks in Machine Learning | Jul 15, 2020 | BIG-bench Machine LearningSurvey | CodeCode Available | 1 | 5 |
| A survey on datasets for fairness-aware machine learning | Oct 1, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
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| Information cartography in association rule mining | Feb 29, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems | Mar 29, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Distributed Statistical Machine Learning in Adversarial Settings: Byzantine Gradient Descent | May 16, 2017 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 | 5 |
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| Distributed Representations of Atoms and Materials for Machine Learning | Jul 30, 2021 | Band GapBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Interactive Machine Learning of Musical Gesture | Nov 26, 2020 | BIG-bench Machine LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Augmented Ultrasonic Data for Machine Learning | Mar 26, 2019 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 | 5 |
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| A Unified View of Relational Deep Learning for Drug Pair Scoring | Nov 4, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Do Not Sleep on Traditional Machine Learning: Simple and Interpretable Techniques Are Competitive to Deep Learning for Sleep Scoring | Jul 15, 2022 | Automatic Sleep Stage ClassificationBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction Task | Sep 30, 2020 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 1 | 5 |
| Is Machine Learning Ready for Traffic Engineering Optimization? | Sep 3, 2021 | BIG-bench Machine LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| A community-powered search of machine learning strategy space to find NMR property prediction models | Aug 13, 2020 | BIG-bench Machine LearningMolecular Property Prediction | CodeCode Available | 1 | 5 |
| AutoGL: A Library for Automated Graph Learning | Apr 11, 2021 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Auto-differentiable Ensemble Kalman Filters | Jul 16, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| AutoCLINT: The Winning Method in AutoCV Challenge 2019 | May 9, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 | 5 |
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| A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health | May 26, 2017 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| A Model-Driven Approach to Machine Learning and Software Modeling for the IoT | Jul 6, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| L3DAS21 Challenge: Machine Learning for 3D Audio Signal Processing | Apr 12, 2021 | Audio Signal ProcessingBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
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| A benchmark study on reliable molecular supervised learning via Bayesian learning | Jun 12, 2020 | BIG-bench Machine LearningPrediction | CodeCode Available | 1 | 5 |
| Distributed Learning Systems with First-order Methods | Apr 12, 2021 | BIG-bench Machine LearningManagement | CodeCode Available | 1 | 5 |
| Learning Features of Music from Scratch | Nov 29, 2016 | BIG-bench Machine LearningMulti-Label Classification | CodeCode Available | 1 | 5 |
| Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud | Sep 7, 2021 | Bias DetectionBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
