| Machine learning in spectral domain | May 29, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Machine Learning Time Series Regressions with an Application to Nowcasting | May 28, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 1 |
| SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure | May 27, 2020 | BIG-bench Machine LearningDomain Adaptation | CodeCode Available | 1 |
| Kernel methods library for pattern analysis and machine learning in python | May 27, 2020 | BIG-bench Machine LearningDomain Adaptation | CodeCode Available | 1 |
| copent: Estimating Copula Entropy and Transfer Entropy in R | May 27, 2020 | BIG-bench Machine LearningCausal Discovery | CodeCode Available | 1 |
| Machine Learning-Based Unbalance Detection of a Rotating Shaft Using Vibration Data | May 26, 2020 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 1 |
| DeltaPy: A Framework for Tabular Data Augmentation in Python | May 22, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 |
| MANGO: A Python Library for Parallel Hyperparameter Tuning | May 22, 2020 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 1 |
| Head2Head: Video-based Neural Head Synthesis | May 22, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| SymJAX: symbolic CPU/GPU/TPU programming | May 21, 2020 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| A survey on Adversarial Recommender Systems: from Attack/Defense strategies to Generative Adversarial Networks | May 20, 2020 | ArticlesBIG-bench Machine Learning | CodeCode Available | 1 |
| On Intrinsic Dataset Properties for Adversarial Machine Learning | May 19, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Surfboard: Audio Feature Extraction for Modern Machine Learning | May 18, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks | May 17, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Forecasting with sktime: Designing sktime's New Forecasting API and Applying It to Replicate and Extend the M4 Study | May 16, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 1 |
| Evaluating and Improving Adversarial Robustness of Machine Learning-Based Network Intrusion Detectors | May 15, 2020 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 1 |
| Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning | May 14, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Manthan: A Data Driven Approach for Boolean Function Synthesis | May 14, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Boosting on the shoulders of giants in quantum device calibration | May 13, 2020 | BIG-bench Machine LearningFew-Shot Learning | CodeCode Available | 1 |
| Cyberbullying Detection with Fairness Constraints | May 9, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| AutoCLINT: The Winning Method in AutoCV Challenge 2019 | May 9, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 |
| In Pursuit of Interpretable, Fair and Accurate Machine Learning for Criminal Recidivism Prediction | May 8, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Sherpa: Robust Hyperparameter Optimization for Machine Learning | May 8, 2020 | BIG-bench Machine LearningHyperparameter Optimization | CodeCode Available | 1 |
| Machine Learning on Graphs: A Model and Comprehensive Taxonomy | May 7, 2020 | BIG-bench Machine LearningDecoder | CodeCode Available | 1 |
| XEM: An Explainable-by-Design Ensemble Method for Multivariate Time Series Classification | May 7, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| Interpreting Rate-Distortion of Variational Autoencoder and Using Model Uncertainty for Anomaly Detection | May 5, 2020 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 1 |
| Differential Machine Learning | May 5, 2020 | BIG-bench Machine LearningManagement | CodeCode Available | 1 |
| ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents | May 4, 2020 | BIG-bench Machine LearningEmotion Recognition | CodeCode Available | 1 |
| Meta Dropout: Learning to Perturb Latent Features for Generalization | May 1, 2020 | BIG-bench Machine LearningMeta-Learning | CodeCode Available | 1 |
| DriveML: An R Package for Driverless Machine Learning | May 1, 2020 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 |
| The Grammar of Interactive Explanatory Model Analysis | May 1, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| NUBIA: NeUral Based Interchangeability Assessor for Text Generation | Apr 30, 2020 | BIG-bench Machine LearningImage Captioning | CodeCode Available | 1 |
| Neural Additive Models: Interpretable Machine Learning with Neural Nets | Apr 29, 2020 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 1 |
| AxCell: Automatic Extraction of Results from Machine Learning Papers | Apr 29, 2020 | BIG-bench Machine LearningScientific Results Extraction | CodeCode Available | 1 |
| Attacks on Image Encryption Schemes for Privacy-Preserving Deep Neural Networks | Apr 28, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| Machine Learning Methods for Brain Network Classification: Application to Autism Diagnosis using Cortical Morphological Networks | Apr 28, 2020 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning | Apr 27, 2020 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 |
| NetML: A Challenge for Network Traffic Analytics | Apr 25, 2020 | BIG-bench Machine LearningMalware Detection | CodeCode Available | 1 |
| SplitFed: When Federated Learning Meets Split Learning | Apr 25, 2020 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 |
| An Efficient, Parallelized Algorithm for Optimal Conditional Entropy-Based Feature Selection | Apr 24, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 |
| ML-LBM: Machine Learning Aided Flow Simulation in Porous Media | Apr 22, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Tensor Networks for Medical Image Classification | Apr 21, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Roundtrip: A Deep Generative Neural Density Estimator | Apr 20, 2020 | BIG-bench Machine LearningDensity Estimation | CodeCode Available | 1 |
| GEVO: GPU Code Optimization using Evolutionary Computation | Apr 17, 2020 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets | Apr 16, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| A DICOM Framework for Machine Learning Pipelines against Real-Time Radiology Images | Apr 16, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| A Non-Parametric Test to Detect Data-Copying in Generative Models | Apr 12, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Satellite-based Prediction of Forage Conditions for Livestock in Northern Kenya | Apr 8, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Dendrite Net: A White-Box Module for Classification, Regression, and System Identification | Apr 8, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Deep Learning Based Text Classification: A Comprehensive Review | Apr 6, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
