| Proposed Guidelines for the Responsible Use of Explainable Machine Learning | Jun 8, 2019 | BIG-bench Machine LearningExplainable artificial intelligence | CodeCode Available | 1 |
| Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild | Jun 6, 2019 | BIG-bench Machine Learning | CodeCode Available | 1 |
| GIBBONFINDR: An R package for the detection and classification of acoustic signals | Jun 6, 2019 | Acoustic ModellingBIG-bench Machine Learning | CodeCode Available | 1 |
| Coresets for Data-efficient Training of Machine Learning Models | Jun 5, 2019 | BIG-bench Machine LearningOpen-Ended Question Answering | CodeCode Available | 1 |
| Risks from Learned Optimization in Advanced Machine Learning Systems | Jun 5, 2019 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Meta Dropout: Learning to Perturb Features for Generalization | May 30, 2019 | BIG-bench Machine LearningMeta-Learning | CodeCode Available | 1 |
| Fooling Detection Alone is Not Enough: First Adversarial Attack against Multiple Object Tracking | May 27, 2019 | Adversarial AttackAutonomous Driving | CodeCode Available | 1 |
| Adversarial Examples Are Not Bugs, They Are Features | May 6, 2019 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Convolutional neural networks: a magic bullet for gravitational-wave detection? | Apr 18, 2019 | AstronomyBIG-bench Machine Learning | CodeCode Available | 1 |
| Text Classification Algorithms: A Survey | Apr 17, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| CryptoNN: Training Neural Networks over Encrypted Data | Apr 15, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| Quantifying Model Complexity via Functional Decomposition for Better Post-Hoc Interpretability | Apr 8, 2019 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 1 |
| Data Shapley: Equitable Valuation of Data for Machine Learning | Apr 5, 2019 | BIG-bench Machine LearningData Valuation | CodeCode Available | 1 |
| Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems | Mar 29, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| Augmented Ultrasonic Data for Machine Learning | Mar 26, 2019 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 |
| Learning Fast Algorithms for Linear Transforms Using Butterfly Factorizations | Mar 14, 2019 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation | Mar 10, 2019 | BIG-bench Machine Learning | CodeCode Available | 1 |
| GNNExplainer: Generating Explanations for Graph Neural Networks | Mar 10, 2019 | BIG-bench Machine LearningExplainable artificial intelligence | CodeCode Available | 1 |
| Evaluating Differentially Private Machine Learning in Practice | Feb 24, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| ParticleNet: Jet Tagging via Particle Clouds | Feb 22, 2019 | BIG-bench Machine LearningJet Tagging | CodeCode Available | 1 |
| Towards Federated Learning at Scale: System Design | Feb 4, 2019 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 |
| ProteinNet: a standardized data set for machine learning of protein structure | Feb 1, 2019 | BIG-bench Machine LearningProtein Secondary Structure Prediction | CodeCode Available | 1 |
| Interpretable machine learning: definitions, methods, and applications | Jan 14, 2019 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 1 |
| A Machine Learning Benchmark for Facies Classification | Jan 12, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| A Comprehensive Survey on Graph Neural Networks | Jan 3, 2019 | BIG-bench Machine Learningimage-classification | CodeCode Available | 1 |
