| Cyclic Boosting -- an explainable supervised machine learning algorithm | Feb 9, 2020 | BIG-bench Machine Learningregression | 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 |
| A Multimodal Machine Learning Framework for Teacher Vocal Delivery Evaluation | Jul 15, 2021 | BIG-bench Machine 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 |
| AnalogVNN: A fully modular framework for modeling and optimizing photonic neural networks | Oct 14, 2022 | BIG-bench Machine LearningGPU | CodeCode Available | 1 | 5 |
| Data Minimization for GDPR Compliance in Machine Learning Models | Aug 6, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Benchmarking Econometric and Machine Learning Methodologies in Nowcasting | May 6, 2022 | BenchmarkingBIG-bench Machine Learning | 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 |
| 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 |
| Data Shapley: Equitable Valuation of Data for Machine Learning | Apr 5, 2019 | BIG-bench Machine LearningData Valuation | CodeCode Available | 1 | 5 |
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| Is Private Learning Possible with Instance Encoding? | Nov 10, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
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| An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction | Jul 20, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| DeepDRR -- A Catalyst for Machine Learning in Fluoroscopy-guided Procedures | Mar 22, 2018 | Anatomical Landmark DetectionBIG-bench Machine Learning | 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 |
| A Credibility-aware Swarm-Federated Deep Learning Framework in Internet of Vehicles | Aug 9, 2021 | BIG-bench Machine LearningEdge-computing | CodeCode Available | 1 | 5 |
| An Empirical Study of Personalized Federated Learning | Jun 27, 2022 | BIG-bench Machine LearningFederated Learning | 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 |
| Self-Directed Online Machine Learning for Topology Optimization | Feb 4, 2020 | BIG-bench Machine LearningStochastic Optimization | CodeCode Available | 1 | 5 |
| Deep Learning for Network Traffic Classification | Jun 2, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| Benchmarking machine learning models on multi-centre eICU critical care dataset | Oct 2, 2019 | BenchmarkingBIG-bench Machine Learning | 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 |
| Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case | Jan 23, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 1 | 5 |
| An Introduction to Deep Reinforcement Learning | Nov 30, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| An integrated Auto Encoder-Block Switching defense approach to prevent adversarial attacks | Mar 11, 2022 | Adversarial AttackBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| DeltaPy: A Framework for Tabular Data Augmentation in Python | May 22, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 | 5 |
| Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks | Sep 19, 2019 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Boosting on the shoulders of giants in quantum device calibration | May 13, 2020 | BIG-bench Machine LearningFew-Shot 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 |
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| Annotationsaurus: A Searchable Directory of Annotation Tools | Oct 13, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Aequitas: A Bias and Fairness Audit Toolkit | Nov 14, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| Anonymizing Machine Learning Models | Jul 26, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning | Jul 23, 2020 | BIG-bench Machine LearningRepresentation Learning | CodeCode Available | 1 | 5 |
| Detecting Video Game Player Burnout with the Use of Sensor Data and Machine Learning | Nov 29, 2020 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 1 | 5 |
| DIFER: Differentiable Automated Feature Engineering | Oct 17, 2020 | Automated Feature EngineeringBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
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| Apache Submarine: A Unified Machine Learning Platform Made Simple | Aug 22, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Differentially Private Synthetic Data: Applied Evaluations and Enhancements | Nov 11, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
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| Enhanced spatio-temporal electric load forecasts using less data with active deep learning | Dec 8, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Dendrite Net: A White-Box Module for Classification, Regression, and System Identification | Apr 8, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Classification of Abnormal Hand Movement for Aiding in Autism Detection: Machine Learning Study | Aug 18, 2021 | Action DetectionActivity Detection | CodeCode Available | 1 | 5 |
| Approximating Network Centrality Measures Using Node Embedding and Machine Learning | Jun 29, 2020 | BIG-bench Machine LearningGraph Embedding | CodeCode Available | 1 | 5 |
| Applied Federated Learning: Improving Google Keyboard Query Suggestions | Dec 7, 2018 | BIG-bench Machine LearningFederated Learning | 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 |
| Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset | Dec 28, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 | 5 |
