| AdaBoost-CNN: An adaptive boosting algorithm for convolutional neural networks to classify multi-class imbalanced datasets using transfer learning | Sep 3, 2020 | BIG-bench Machine LearningTransfer Learning | CodeCode Available | 1 | 5 |
| fastMRI: An Open Dataset and Benchmarks for Accelerated MRI | Nov 21, 2018 | BIG-bench Machine LearningImage Reconstruction | CodeCode Available | 1 | 5 |
| ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning | Jun 1, 2020 | BIG-bench Machine LearningSecond-order methods | 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 |
| Cyberbullying Detection with Fairness Constraints | May 9, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 1 | 5 |
| Cyclic Boosting -- an explainable supervised machine learning algorithm | Feb 9, 2020 | BIG-bench Machine Learningregression | CodeCode Available | 1 | 5 |
| DaST: Data-free Substitute Training for Adversarial Attacks | Mar 28, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| CryptoNN: Training Neural Networks over Encrypted Data | Apr 15, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| A benchmark study on reliable molecular supervised learning via Bayesian learning | Jun 12, 2020 | BIG-bench Machine LearningPrediction | CodeCode Available | 1 | 5 |
| Crystal structure prediction with machine learning-based element substitution | Jan 26, 2022 | BIG-bench Machine LearningMetric Learning | CodeCode Available | 1 | 5 |
| An Empirical Study of Personalized Federated Learning | Jun 27, 2022 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 | 5 |
| CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU | Apr 22, 2021 | BIG-bench Machine LearningCPU | CodeCode Available | 1 | 5 |
| Cyber Attack Detection thanks to Machine Learning Algorithms | Jan 17, 2020 | BIG-bench Machine LearningCyber Attack Detection | CodeCode Available | 1 | 5 |
| Data Curation and Quality Assurance for Machine Learning-based Cyber Intrusion Detection | May 20, 2021 | BIG-bench Machine LearningIntrusion Detection | CodeCode Available | 1 | 5 |
| Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks | Sep 19, 2019 | BIG-bench Machine 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 |
| Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting | Jun 13, 2015 | BIG-bench Machine LearningVideo Prediction | CodeCode Available | 1 | 5 |
| Convolutional neural networks: a magic bullet for gravitational-wave detection? | Apr 18, 2019 | AstronomyBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Conjecturing-Based Discovery of Patterns in Data | Nov 23, 2020 | BIG-bench Machine Learningregression | CodeCode Available | 1 | 5 |
| Consistent Individualized Feature Attribution for Tree Ensembles | Feb 12, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| copent: Estimating Copula Entropy and Transfer Entropy in R | May 27, 2020 | BIG-bench Machine LearningCausal Discovery | CodeCode Available | 1 | 5 |
| Compute Trends Across Three Eras of Machine Learning | Feb 11, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 | 5 |
| Computationally Tractable Riemannian Manifolds for Graph Embeddings | Feb 20, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Confidence Intervals for Testing Disparate Impact in Fair Learning | Jul 17, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Combining SchNet and SHARC: The SchNarc machine learning approach for excited-state dynamics | Feb 17, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 | 5 |
| AIPerf: Automated machine learning as an AI-HPC benchmark | Aug 17, 2020 | AutoMLBenchmarking | CodeCode Available | 1 | 5 |
| Compliance Generation for Privacy Documents under GDPR: A Roadmap for Implementing Automation and Machine Learning | Dec 23, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Conformal Prediction using Conditional Histograms | May 18, 2021 | BIG-bench Machine LearningConformal Prediction | CodeCode Available | 1 | 5 |
| Copula-based synthetic data augmentation for machine-learning emulators | Dec 16, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 | 5 |
| Coarse Graining Molecular Dynamics with Graph Neural Networks | Jul 22, 2020 | BIG-bench Machine LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| Clinica: an open source software platform for reproducible clinical neuroscience studies | Jul 21, 2021 | BIG-bench Machine LearningDiffusion MRI | CodeCode Available | 1 | 5 |
| Breaking the Computation and Communication Abstraction Barrier in Distributed Machine Learning Workloads | May 12, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Chickenpox Cases in Hungary: a Benchmark Dataset for Spatiotemporal Signal Processing with Graph Neural Networks | Feb 16, 2021 | BIG-bench Machine LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| A graph representation of molecular ensembles for polymer property prediction | May 17, 2022 | BIG-bench Machine LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| CLAUDETTE: an Automated Detector of Potentially Unfair Clauses in Online Terms of Service | May 3, 2018 | BIG-bench Machine LearningUnfairness Detection | CodeCode Available | 1 | 5 |
| CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation | Feb 9, 2021 | BIG-bench Machine LearningClone Detection | CodeCode Available | 1 | 5 |
| By-passing the Kohn-Sham equations with machine learning | Sep 9, 2016 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Cardea: An Open Automated Machine Learning Framework for Electronic Health Records | Oct 1, 2020 | Automated Feature EngineeringAutoML | CodeCode Available | 1 | 5 |
| Brain Predictability toolbox: a Python library for neuroimaging based machine learning | Nov 3, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Born-Again Tree Ensembles | Mar 24, 2020 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 1 | 5 |
| Bridging the gap to real-world for network intrusion detection systems with data-centric approach | Oct 25, 2021 | BIG-bench Machine LearningIntrusion Detection | CodeCode Available | 1 | 5 |
| Case study: Mapping potential informal settlements areas in Tegucigalpa with machine learning to plan ground survey | Jun 25, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Bias in Machine Learning Software: Why? How? What to do? | May 25, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Canonicalizing Knowledge Base Literals | Jun 26, 2019 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| AGNet: Weighing Black Holes with Machine Learning | Nov 30, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 1 | 5 |
| A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction | Nov 17, 2021 | BIG-bench Machine LearningCrop Yield Prediction | CodeCode Available | 1 | 5 |
| Challenges in Representation Learning: A report on three machine learning contests | Jul 1, 2013 | BIG-bench Machine LearningFacial Expression Recognition | CodeCode Available | 1 | 5 |
| Characterizing metastable states with the help of machine learning | Apr 15, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Climate-Invariant Machine Learning | Dec 14, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| BIKED: A Dataset for Computational Bicycle Design with Machine Learning Benchmarks | Mar 10, 2021 | BIG-bench Machine LearningDesign Synthesis | CodeCode Available | 1 | 5 |
