| Closing the Loop: A Framework for Trustworthy Machine Learning in Power Systems | Mar 14, 2022 | BIG-bench Machine LearningDataset Generation | CodeCode Available | 0 |
| Denoising and feature extraction in photoemission spectra with variational auto-encoder neural networks | Mar 14, 2022 | BIG-bench Machine LearningDenoising | —Unverified | 0 |
| A review of Generative Adversarial Networks for Electronic Health Records: applications, evaluation measures and data sources | Mar 14, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| SimHawNet: A Modified Hawkes Process for Temporal Network Simulation | Mar 14, 2022 | BIG-bench Machine LearningLink Prediction | CodeCode Available | 0 |
| Food Recipe Recommendation Based on Ingredients Detection Using Deep Learning | Mar 13, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| ALDI++: Automatic and parameter-less discord and outlier detection for building energy load profiles | Mar 13, 2022 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Generic Lithography Modeling with Dual-band Optics-Inspired Neural Networks | Mar 12, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Categories of Differentiable Polynomial Circuits for Machine Learning | Mar 12, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| The Health Gym: Synthetic Health-Related Datasets for the Development of Reinforcement Learning Algorithms | Mar 12, 2022 | BIG-bench Machine LearningGenerative Adversarial Network | CodeCode Available | 1 |
| An integrated Auto Encoder-Block Switching defense approach to prevent adversarial attacks | Mar 11, 2022 | Adversarial AttackBIG-bench Machine Learning | CodeCode Available | 1 |
| Interpretable machine learning in Physics | Mar 11, 2022 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Cross-Layer Approximation For Printed Machine Learning Circuits | Mar 11, 2022 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Symmetry Group Equivariant Architectures for Physics | Mar 11, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Identifiability of Causal-based Fairness Notions: A State of the Art | Mar 11, 2022 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| FedSyn: Synthetic Data Generation using Federated Learning | Mar 11, 2022 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| A Machine Learning Approach for Prosumer Management in Intraday Electricity Markets | Mar 11, 2022 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| An Empirical Study of Low Precision Quantization for TinyML | Mar 10, 2022 | BIG-bench Machine LearningModel Compression | —Unverified | 0 |
| Conditional Synthetic Data Generation for Personal Thermal Comfort Models | Mar 10, 2022 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Attack Analysis of Face Recognition Authentication Systems Using Fast Gradient Sign Method | Mar 10, 2022 | BIG-bench Machine LearningFace Recognition | —Unverified | 0 |
| Forecasting the abnormal events at well drilling with machine learning | Mar 10, 2022 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Design-Technology Co-Optimization for NVM-based Neuromorphic Processing Elements | Mar 10, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Identifying the root cause of cable network problems with machine learning | Mar 9, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Online User Profiling to Detect Social Bots on Twitter | Mar 9, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Unsupervised Domain Adaptation across FMCW Radar Configurations Using Margin Disparity Discrepancy | Mar 9, 2022 | BIG-bench Machine LearningDomain Adaptation | —Unverified | 0 |
| The Cross-evaluation of Machine Learning-based Network Intrusion Detection Systems | Mar 9, 2022 | BIG-bench Machine LearningIntrusion Detection | CodeCode Available | 0 |
| SparseChem: Fast and accurate machine learning model for small molecules | Mar 9, 2022 | BIG-bench Machine Learningregression | CodeCode Available | 1 |
| Data Representativity for Machine Learning and AI Systems | Mar 9, 2022 | BIG-bench Machine LearningExperimental Design | —Unverified | 0 |
| Machine Learning in NextG Networks via Generative Adversarial Networks | Mar 9, 2022 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Quantum neural networks force fields generation | Mar 9, 2022 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Machine Learning based Optimal Feedback Control for Microgrid Stabilization | Mar 9, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Addressing Bias in Visualization Recommenders by Identifying Trends in Training Data: Improving VizML Through a Statistical Analysis of the Plotly Community Feed | Mar 9, 2022 | BIG-bench Machine LearningRecommendation Systems | —Unverified | 0 |
| Explainable Machine Learning for Predicting Homicide Clearance in the United States | Mar 9, 2022 | BIG-bench Machine LearningExplainable artificial intelligence | —Unverified | 0 |
| Autoregressive based Drift Detection Method | Mar 9, 2022 | BIG-bench Machine LearningDrift Detection | —Unverified | 0 |
| TTML: tensor trains for general supervised machine learning | Mar 8, 2022 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Estimating the average causal effect of intervention in continuous variables using machine learning | Mar 8, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| A Machine Learning Approach to Digital Contact Tracing: TC4TL Challenge | Mar 8, 2022 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Towards Efficient Data-Centric Robust Machine Learning with Noise-based Augmentation | Mar 8, 2022 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| Follow the Water: Finding Water, Snow and Clouds on Terrestrial Exoplanets with Photometry and Machine Learning | Mar 8, 2022 | BIG-bench Machine LearningRetrieval | —Unverified | 0 |
| Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions | Mar 7, 2022 | BIG-bench Machine LearningInductive Bias | CodeCode Available | 1 |
| ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial Patches | Mar 7, 2022 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| Robustness and Usefulness in AI Explanation Methods | Mar 7, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Prediction of transport property via machine learning molecular movements | Mar 7, 2022 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Machine Learning based Anomaly Detection for Smart Shirt: A Systematic Review | Mar 7, 2022 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| A Survey for Solving Mixed Integer Programming via Machine Learning | Mar 6, 2022 | BIG-bench Machine LearningCombinatorial Optimization | —Unverified | 0 |
| Automated Machine Learning: A Case Study on Non-Intrusive Appliance Load Monitoring | Mar 6, 2022 | AutoMLBayesian Optimization | —Unverified | 0 |
| Watch from sky: machine-learning-based multi-UAV network for predictive police surveillance | Mar 6, 2022 | BIG-bench Machine Learningreinforcement-learning | —Unverified | 0 |
| Low-cost prediction of molecular and transition state partition functions via machine learning | Mar 5, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning Applications in Lung Cancer Diagnosis, Treatment and Prognosis | Mar 5, 2022 | BIG-bench Machine LearningLung Cancer Diagnosis | —Unverified | 0 |
| A Typology for Exploring the Mitigation of Shortcut Behavior | Mar 4, 2022 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Adversarial Patterns: Building Robust Android Malware Classifiers | Mar 4, 2022 | Autonomous VehiclesBIG-bench Machine Learning | —Unverified | 0 |