| A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health | May 26, 2017 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Addressing "Documentation Debt" in Machine Learning Research: A Retrospective Datasheet for BookCorpus | May 11, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| A Data-Centric Optimization Framework for Machine Learning | Oct 20, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Data Minimization for GDPR Compliance in Machine Learning Models | Aug 6, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Data Readiness for Natural Language Processing | Sep 4, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Dataset Inference: Ownership Resolution in Machine Learning | Apr 21, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Achieving Fairness at No Utility Cost via Data Reweighing with Influence | Feb 1, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 1 | 5 |
| Datasheets for Datasets | Mar 23, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| AIPerf: Automated machine learning as an AI-HPC benchmark | Aug 17, 2020 | AutoMLBenchmarking | CodeCode Available | 1 | 5 |
| Computationally Tractable Riemannian Manifolds for Graph Embeddings | Feb 20, 2020 | BIG-bench Machine Learning | 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 |
| A Multimodal Machine Learning Framework for Teacher Vocal Delivery Evaluation | Jul 15, 2021 | BIG-bench Machine Learning | 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 |
| 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 |
| Deep Joint Source Channel Coding for WirelessImage Transmission with OFDM | Jan 5, 2021 | BIG-bench Machine LearningDecoder | CodeCode Available | 1 | 5 |
| Deep Learning and Symbolic Regression for Discovering Parametric Equations | Jul 1, 2022 | BIG-bench Machine LearningDeep 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 |
| Self-Directed Online Machine Learning for Topology Optimization | Feb 4, 2020 | BIG-bench Machine LearningStochastic Optimization | CodeCode Available | 1 | 5 |
| Analytical Characterization and Design Space Exploration for Optimization of CNNs | Jan 24, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| An Autoencoder Based Approach to Simulate Sports Games | Jul 16, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Approximate Network Motif Mining Via Graph Learning | Jun 2, 2022 | BIG-bench Machine LearningGraph Classification | CodeCode Available | 1 | 5 |
| DeepSatData: Building large scale datasets of satellite images for training machine learning models | Apr 28, 2021 | BIG-bench Machine LearningSemantic Segmentation | 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 |
| Analyzing Koopman approaches to physics-informed machine learning for long-term sea-surface temperature forecasting | Sep 15, 2020 | BIG-bench Machine LearningPhysics-informed machine learning | CodeCode Available | 1 | 5 |
| Delayed Impact of Fair Machine Learning | Mar 12, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 1 | 5 |
| Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs | Mar 10, 2020 | BIG-bench Machine LearningClustering | 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 |
| Deploying deep learning in OpenFOAM with TensorFlow | Dec 1, 2020 | BIG-bench Machine LearningDeep Learning | 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 |
| An Efficient, Parallelized Algorithm for Optimal Conditional Entropy-Based Feature Selection | Apr 24, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 | 5 |
| A comparative study of fairness-enhancing interventions in machine learning | Feb 13, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 1 | 5 |
| Detecting Hateful Memes Using a Multimodal Deep Ensemble | Dec 24, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction | Jul 20, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| An empirical evaluation of active inference in multi-armed bandits | Jan 21, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| An Empirical Study of Personalized Federated Learning | Jun 27, 2022 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 | 5 |
| Annotationsaurus: A Searchable Directory of Annotation Tools | Oct 13, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Differentially Private Graph Classification with GNNs | Feb 5, 2022 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| Differentially Private Learning Needs Better Features (or Much More Data) | Nov 23, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Conservation Decisions | Jun 15, 2021 | BIG-bench Machine LearningDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Digital Peter: Dataset, Competition and Handwriting Recognition Methods | Mar 16, 2021 | BIG-bench Machine LearningHandwriting Recognition | CodeCode Available | 1 | 5 |
| A New Constructive Heuristic driven by Machine Learning for the Traveling Salesman Problem | Aug 17, 2021 | BIG-bench Machine LearningTraveling Salesman Problem | CodeCode Available | 1 | 5 |
| An Experience Report on Machine Learning Reproducibility: Guidance for Practitioners and TensorFlow Model Garden Contributors | Jul 2, 2021 | AstronomyBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| An MPI-Based Python Framework for Distributed Training with Keras | Dec 16, 2017 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Distributed-Memory Sparse Kernels for Machine Learning | Mar 15, 2022 | BIG-bench Machine LearningCollaborative Filtering | CodeCode Available | 1 | 5 |
| Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing | Jan 26, 2021 | BIG-bench Machine Learningimage-classification | CodeCode Available | 1 | 5 |
| Climate-Invariant Machine Learning | Dec 14, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| An Intuitive Tutorial to Gaussian Process Regression | Sep 22, 2020 | BIG-bench Machine LearningGaussian Processes | 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 |
| Clinica: an open source software platform for reproducible clinical neuroscience studies | Jul 21, 2021 | BIG-bench Machine LearningDiffusion MRI | 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 |
