| Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction | Dec 9, 2020 | BIG-bench Machine LearningImage Reconstruction | CodeCode Available | 1 |
| Machine Learning for Glacier Monitoring in the Hindu Kush Himalaya | Dec 9, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Enhanced spatio-temporal electric load forecasts using less data with active deep learning | Dec 8, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 1 |
| Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization | Dec 4, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| FairBatch: Batch Selection for Model Fairness | Dec 3, 2020 | BIG-bench Machine LearningBilevel Optimization | CodeCode Available | 1 |
| Advanced Graph and Sequence Neural Networks for Molecular Property Prediction and Drug Discovery | Dec 2, 2020 | BIG-bench Machine LearningDrug Discovery | CodeCode Available | 1 |
| ReproducedPapers.org: Openly teaching and structuring machine learning reproducibility | Dec 1, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Multiparameter Persistence Image for Topological Machine Learning | Dec 1, 2020 | BIG-bench Machine LearningTopological Data Analysis | CodeCode Available | 1 |
| Deploying deep learning in OpenFOAM with TensorFlow | Dec 1, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| AGNet: Weighing Black Holes with Machine Learning | Nov 30, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 1 |
| PMLB v1.0: An open source dataset collection for benchmarking machine learning methods | Nov 30, 2020 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| 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 |
| What is a meaningful representation of protein sequences? | Nov 28, 2020 | BIG-bench Machine LearningTransfer Learning | CodeCode Available | 1 |
| Interactive Machine Learning of Musical Gesture | Nov 26, 2020 | BIG-bench Machine LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Conjecturing-Based Discovery of Patterns in Data | Nov 23, 2020 | BIG-bench Machine Learningregression | CodeCode Available | 1 |
| Differentially Private Learning Needs Better Features (or Much More Data) | Nov 23, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Asymmetric Private Set Intersection with Applications to Contact Tracing and Private Vertical Federated Machine Learning | Nov 18, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| Learning outside the Black-Box: The pursuit of interpretable models | Nov 17, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations | Nov 13, 2020 | BIG-bench Machine LearningSSIM | CodeCode Available | 1 |
| Hurricane Forecasting: A Novel Multimodal Machine Learning Framework | Nov 11, 2020 | BIG-bench Machine LearningDecoder | CodeCode Available | 1 |
| Differentially Private Synthetic Data: Applied Evaluations and Enhancements | Nov 11, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers | Nov 11, 2020 | BIG-bench Machine LearningCombinatorial Optimization | CodeCode Available | 1 |
| Is Private Learning Possible with Instance Encoding? | Nov 10, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Uncertainty estimation for molecular dynamics and sampling | Nov 10, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 1 |
| A Survey of Label-noise Representation Learning: Past, Present and Future | Nov 9, 2020 | BIG-bench Machine LearningLearning Theory | CodeCode Available | 1 |
| Privacy-Preserving XGBoost Inference | Nov 9, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| Fighting an Infodemic: COVID-19 Fake News Dataset | Nov 6, 2020 | ArticlesBIG-bench Machine Learning | CodeCode Available | 1 |
| Deep generative selection models of T and B cell receptor repertoires with soNNia | Nov 5, 2020 | BIG-bench Machine LearningDiversity | CodeCode Available | 1 |
| VEGA: Towards an End-to-End Configurable AutoML Pipeline | Nov 3, 2020 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 |
| Brain Predictability toolbox: a Python library for neuroimaging based machine learning | Nov 3, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| The power of quantum neural networks | Oct 30, 2020 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 1 |
| Fact or Factitious? Contextualized Opinion Spam Detection | Oct 29, 2020 | BIG-bench Machine LearningSpam detection | CodeCode Available | 1 |
| Machine learning of solvent effects on molecular spectra and reactions | Oct 28, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Generating Knowledge Graphs by Employing Natural Language Processing and Machine Learning Techniques within the Scholarly Domain | Oct 28, 2020 | BIG-bench Machine LearningKnowledge Graphs | CodeCode Available | 1 |
| Gender Bias in Depression Detection Using Audio Features | Oct 28, 2020 | BIG-bench Machine LearningDepression Detection | CodeCode Available | 1 |
| Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases | Oct 28, 2020 | BIG-bench Machine LearningFace Recognition | CodeCode Available | 1 |
| Ice Monitoring in Swiss Lakes from Optical Satellites and Webcams using Machine Learning | Oct 27, 2020 | BIG-bench Machine LearningLake Ice Monitoring | CodeCode Available | 1 |
| Physics-Based Deep Learning for Fiber-Optic Communication Systems | Oct 27, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Dataset Dynamics via Gradient Flows in Probability Space | Oct 24, 2020 | BIG-bench Machine LearningDomain Adaptation | CodeCode Available | 1 |
| FairPut: A Light Framework for Machine Learning Fairness with LightGBM | Oct 22, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Against All Odds: Winning the Defense Challenge in an Evasion Competition with Diversification | Oct 19, 2020 | AllBIG-bench Machine Learning | CodeCode Available | 1 |
| A Survey of Machine Learning Techniques in Adversarial Image Forensics | Oct 19, 2020 | BIG-bench Machine LearningImage Forensics | CodeCode Available | 1 |
| Taking Over the Stock Market: Adversarial Perturbations Against Algorithmic Traders | Oct 19, 2020 | Adversarial AttackAlgorithmic Trading | CodeCode Available | 1 |
| DIFER: Differentiable Automated Feature Engineering | Oct 17, 2020 | Automated Feature EngineeringBIG-bench Machine Learning | CodeCode Available | 1 |
| Understanding Information Processing in Human Brain by Interpreting Machine Learning Models | Oct 17, 2020 | BIG-bench Machine LearningDimensionality Reduction | CodeCode Available | 1 |
| Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label Noise | Oct 16, 2020 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 |
| Embedding and Extraction of Knowledge in Tree Ensemble Classifiers | Oct 16, 2020 | Backdoor AttackBIG-bench Machine Learning | CodeCode Available | 1 |
| SidechainNet: An All-Atom Protein Structure Dataset for Machine Learning | Oct 16, 2020 | AllBIG-bench Machine Learning | CodeCode Available | 1 |
| Interpretable Machine Learning with an Ensemble of Gradient Boosting Machines | Oct 14, 2020 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 1 |
| Domain Shift in Computer Vision models for MRI data analysis: An Overview | Oct 14, 2020 | BIG-bench Machine LearningSurvey | CodeCode Available | 1 |
