| Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine Learning | Feb 1, 2021 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 1 | 5 |
| Explaining Time Series Predictions with Dynamic Masks | Jun 9, 2021 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 1 | 5 |
| Characterizing metastable states with the help of machine learning | Apr 15, 2022 | BIG-bench Machine Learning | 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 |
| 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 |
| Confidence Intervals for Testing Disparate Impact in Fair Learning | Jul 17, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Climate-Invariant Machine Learning | Dec 14, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public Training | Jun 4, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| A Multimodal Machine Learning Framework for Teacher Vocal Delivery Evaluation | Jul 15, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Neural Bootstrapper | Oct 2, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Neuroevolution of Neural Network Architectures Using CoDeepNEAT and Keras | Feb 11, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| New Evolutionary Computation Models and their Applications to Machine Learning | Oct 1, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations | Nov 13, 2020 | BIG-bench Machine LearningSSIM | CodeCode Available | 1 | 5 |
| NN-EMD: Efficiently Training Neural Networks using Encrypted Multi-Sourced Datasets | Dec 18, 2020 | BIG-bench Machine LearningPrivacy Preserving | 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 |
| CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation | Feb 9, 2021 | BIG-bench Machine LearningClone Detection | CodeCode Available | 1 | 5 |
| NUBIA: NeUral Based Interchangeability Assessor for Text Generation | Apr 30, 2020 | BIG-bench Machine LearningImage Captioning | 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 |
| 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 |
| Eth2Vec: Learning Contract-Wide Code Representations for Vulnerability Detection on Ethereum Smart Contracts | Jan 7, 2021 | BIG-bench Machine LearningVulnerability Detection | CodeCode Available | 1 | 5 |
| Equivariant Graph Neural Networks for 3D Macromolecular Structure | Jun 7, 2021 | Atom3D benchmarkBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| On Feature Selection Using Anisotropic General Regression Neural Network | Oct 12, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 | 5 |
| Adversarial Examples Are Not Bugs, They Are Features | May 6, 2019 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Online Portfolio Selection: A Survey | Dec 10, 2012 | BIG-bench Machine LearningMeta-Learning | CodeCode Available | 1 | 5 |
| On the Art and Science of Machine Learning Explanations | Oct 5, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| On Tilted Losses in Machine Learning: Theory and Applications | Sep 13, 2021 | BIG-bench Machine LearningFairness | 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 |
| Optimal binning: mathematical programming formulation | Jan 22, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Optimal Stopping via Randomized Neural Networks | Apr 28, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Optimising Resource Management for Embedded Machine Learning | May 8, 2021 | BIG-bench Machine LearningManagement | CodeCode Available | 1 | 5 |
| A Machine Learning Tutorial for Operational Meteorology, Part I: Traditional Machine Learning | Apr 15, 2022 | BIG-bench Machine Learningregression | CodeCode Available | 1 | 5 |
| Oracle-MNIST: a Realistic Image Dataset for Benchmarking Machine Learning Algorithms | May 19, 2022 | BenchmarkingBIG-bench Machine Learning | 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 |
| AnalogVNN: A fully modular framework for modeling and optimizing photonic neural networks | Oct 14, 2022 | BIG-bench Machine LearningGPU | 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 |
| Ergo, SMIRK is Safe: A Safety Case for a Machine Learning Component in a Pedestrian Automatic Emergency Brake System | Apr 16, 2022 | BIG-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 |
| Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning | May 14, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 1 | 5 |
| Consistent Individualized Feature Attribution for Tree Ensembles | Feb 12, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Energy Flow Networks: Deep Sets for Particle Jets | Oct 11, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Persformer: A Transformer Architecture for Topological Machine Learning | Dec 30, 2021 | BIG-bench Machine LearningTopological Data Analysis | CodeCode Available | 1 | 5 |
| Emblaze: Illuminating Machine Learning Representations through Interactive Comparison of Embedding Spaces | Feb 5, 2022 | BIG-bench Machine Learning | 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 |
| copent: Estimating Copula Entropy and Transfer Entropy in R | May 27, 2020 | BIG-bench Machine LearningCausal Discovery | 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 |
| Entangled Datasets for Quantum Machine Learning | Sep 8, 2021 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 1 | 5 |
| Physics-Informed Machine Learning Simulator for Wildfire Propagation | Dec 12, 2020 | BIG-bench Machine LearningPhysics-informed machine learning | CodeCode Available | 1 | 5 |
| Counterfactual Explanations for Machine Learning on Multivariate Time Series Data | Aug 25, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 | 5 |
| DagSim: Combining DAG-based model structure with unconstrained data types and relations for flexible, transparent, and modularized data simulation | May 6, 2022 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 1 | 5 |
