| giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration | Apr 6, 2020 | BIG-bench Machine LearningTopological Data Analysis | CodeCode Available | 1 |
| Resampling with neural networks for stochastic parameterization in multiscale systems | Apr 3, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set | Mar 31, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 |
| DaST: Data-free Substitute Training for Adversarial Attacks | Mar 28, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Representations of molecules and materials for interpolation of quantum-mechanical simulations via machine learning | Mar 26, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Towards Explainability of Machine Learning Models in Insurance Pricing | Mar 24, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Born-Again Tree Ensembles | Mar 24, 2020 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 1 |
| Systematic Evaluation of Privacy Risks of Machine Learning Models | Mar 24, 2020 | BIG-bench Machine LearningInference Attack | CodeCode Available | 1 |
| ProGraML: Graph-based Deep Learning for Program Optimization and Analysis | Mar 23, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Evaluation of Parameterized Quantum Circuits: on the relation between classification accuracy, expressibility and entangling capability | Mar 22, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network | Mar 21, 2020 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| RAB: Provable Robustness Against Backdoor Attacks | Mar 19, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs | Mar 10, 2020 | BIG-bench Machine LearningClustering | CodeCode Available | 1 |
| Adversarial Machine Learning: Bayesian Perspectives | Mar 7, 2020 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 1 |
| Ternary Compression for Communication-Efficient Federated Learning | Mar 7, 2020 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 |
| Double Machine Learning based Program Evaluation under Unconfoundedness | Mar 6, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers | Mar 2, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| ML4Chem: A Machine Learning Package for Chemistry and Materials Science | Mar 2, 2020 | BIG-bench Machine LearningModel Optimization | CodeCode Available | 1 |
| Information cartography in association rule mining | Feb 29, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Learning Relaxed Belady for Content Distribution Network Caching | Feb 25, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| KaoKore: A Pre-modern Japanese Art Facial Expression Dataset | Feb 20, 2020 | BIG-bench Machine Learningimage-classification | CodeCode Available | 1 |
| Computationally Tractable Riemannian Manifolds for Graph Embeddings | Feb 20, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| MEUZZ: Smart Seed Scheduling for Hybrid Fuzzing | Feb 20, 2020 | BIG-bench Machine LearningScheduling | CodeCode Available | 1 |
| Set2Graph: Learning Graphs From Sets | Feb 20, 2020 | BIG-bench Machine LearningClustering | CodeCode Available | 1 |
| Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis | Feb 20, 2020 | BIG-bench Machine LearningBreast Tumour Classification | CodeCode Available | 1 |
| Descriptive and Predictive Analysis of Euroleague Basketball Games and the Wisdom of Basketball Crowds | Feb 19, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 |
| Enzyme promiscuity prediction using hierarchy-informed multi-label classification | Feb 18, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| GRAPHITE: Generating Automatic Physical Examples for Machine-Learning Attacks on Computer Vision Systems | Feb 17, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| Combining SchNet and SHARC: The SchNarc machine learning approach for excited-state dynamics | Feb 17, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Jelly Bean World: A Testbed for Never-Ending Learning | Feb 15, 2020 | BIG-bench Machine LearningNavigate | CodeCode Available | 1 |
| Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes | Feb 12, 2020 | BIG-bench Machine LearningComputed Tomography (CT) | CodeCode Available | 1 |
| Invariant Risk Minimization Games | Feb 11, 2020 | BIG-bench Machine LearningImage Classification | CodeCode Available | 1 |
| Machine-Learning-Based Diagnostics of EEG Pathology | Feb 11, 2020 | BIG-bench Machine LearningEEG | CodeCode Available | 1 |
| Adversarial Robustness for Code | Feb 11, 2020 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 1 |
| Neuroevolution of Neural Network Architectures Using CoDeepNEAT and Keras | Feb 11, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| RDFFrames: Knowledge Graph Access for Machine Learning Tools | Feb 10, 2020 | BIG-bench Machine LearningKnowledge Graphs | CodeCode Available | 1 |
| Cyclic Boosting -- an explainable supervised machine learning algorithm | Feb 9, 2020 | BIG-bench Machine Learningregression | CodeCode Available | 1 |
| Supervised Learning on Relational Databases with Graph Neural Networks | Feb 6, 2020 | BIG-bench Machine LearningFeature Engineering | CodeCode Available | 1 |
| Molecular Insights from Conformational Ensembles via Machine Learning | Feb 4, 2020 | BIG-bench Machine LearningDimensionality Reduction | CodeCode Available | 1 |
| Self-Directed Online Machine Learning for Topology Optimization | Feb 4, 2020 | BIG-bench Machine LearningStochastic Optimization | CodeCode Available | 1 |
| Dynamic Parameter Allocation in Parameter Servers | Feb 3, 2020 | BIG-bench Machine LearningManagement | CodeCode Available | 1 |
| Statistical stability indices for LIME: obtaining reliable explanations for Machine Learning models | Jan 31, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Towards the Systematic Reporting of the Energy and Carbon Footprints of Machine Learning | Jan 31, 2020 | BIG-bench Machine Learningreinforcement-learning | CodeCode Available | 1 |
| Hamiltonian neural networks for solving equations of motion | Jan 29, 2020 | BIG-bench Machine LearningNumerical Integration | CodeCode Available | 1 |
| Multi-class Gaussian Process Classification with Noisy Inputs | Jan 28, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| FsNet: Feature Selection Network on High-dimensional Biological Data | Jan 23, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 |
| Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case | Jan 23, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 1 |
| Optimal binning: mathematical programming formulation | Jan 22, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Variational Dropout Sparsification for Particle Identification speed-up | Jan 21, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Cyber Attack Detection thanks to Machine Learning Algorithms | Jan 17, 2020 | BIG-bench Machine LearningCyber Attack Detection | CodeCode Available | 1 |
