| Scalable Machine Learning Architecture for Neonatal Seizure Detection on Ultra-Edge Devices | Nov 29, 2021 | BIG-bench Machine LearningEEG | CodeCode Available | 1 |
| Naive Automated Machine Learning | Nov 29, 2021 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| NCVX: A User-Friendly and Scalable Package for Nonconvex Optimization in Machine Learning | Nov 27, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| Interpreting Machine Learning Models for Room Temperature Prediction in Non-domestic Buildings | Nov 23, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| KML: Using Machine Learning to Improve Storage Systems | Nov 22, 2021 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction | Nov 17, 2021 | BIG-bench Machine LearningCrop Yield Prediction | CodeCode Available | 1 |
| SMACE: A New Method for the Interpretability of Composite Decision Systems | Nov 16, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data | Nov 16, 2021 | BIG-bench Machine LearningCirculatory Failure | CodeCode Available | 1 |
| Graph Robustness Benchmark: Benchmarking the Adversarial Robustness of Graph Machine Learning | Nov 8, 2021 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning | Nov 8, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines | Nov 7, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Patent Sentiment Analysis to Highlight Patent Paragraphs | Nov 6, 2021 | BIG-bench Machine LearningSentiment Analysis | CodeCode Available | 1 |
| A Unified View of Relational Deep Learning for Drug Pair Scoring | Nov 4, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Mixed-Integer Optimization with Constraint Learning | Nov 4, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| ReSkin: versatile, replaceable, lasting tactile skins | Oct 29, 2021 | BIG-bench Machine LearningSelf-Supervised Learning | CodeCode Available | 1 |
| Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning | Oct 26, 2021 | BIG-bench Machine LearningData Valuation | CodeCode Available | 1 |
| Bridging the gap to real-world for network intrusion detection systems with data-centric approach | Oct 25, 2021 | BIG-bench Machine LearningIntrusion Detection | CodeCode Available | 1 |
| Physics informed machine learning with Smoothed Particle Hydrodynamics: Hierarchy of reduced Lagrangian models of turbulence | Oct 25, 2021 | BIG-bench Machine LearningPhysics-informed machine learning | CodeCode Available | 1 |
| mlr3spatiotempcv: Spatiotemporal resampling methods for machine learning in R | Oct 25, 2021 | BIG-bench Machine LearningModel Selection | CodeCode Available | 1 |
| Quantum machine learning beyond kernel methods | Oct 25, 2021 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 1 |
| Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels | Oct 24, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| OpenABC-D: A Large-Scale Dataset For Machine Learning Guided Integrated Circuit Synthesis | Oct 21, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| A Data-Centric Optimization Framework for Machine Learning | Oct 20, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Training Deep Neural Networks with Adaptive Momentum Inspired by the Quadratic Optimization | Oct 18, 2021 | BIG-bench Machine Learningimage-classification | CodeCode Available | 1 |
| A Survey on Machine Learning Techniques for Source Code Analysis | Oct 18, 2021 | BIG-bench Machine LearningVulnerability Detection | CodeCode Available | 1 |
| Automated Essay Scoring Using Transformer Models | Oct 13, 2021 | Automated Essay ScoringBIG-bench Machine Learning | CodeCode Available | 1 |
| A simple equivariant machine learning method for dynamics based on scalars | Oct 7, 2021 | BIG-bench Machine LearningPrediction | CodeCode Available | 1 |
| RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests | Oct 6, 2021 | BIG-bench Machine LearningModel Selection | CodeCode Available | 1 |
| Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing | Oct 6, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Shapley variable importance clouds for interpretable machine learning | Oct 6, 2021 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 1 |
| FOD-A: A Dataset for Foreign Object Debris in Airports | Oct 6, 2021 | BIG-bench Machine LearningObject | CodeCode Available | 1 |
| A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning | Oct 4, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Rerunning OCR: A Machine Learning Approach to Quality Assessment and Enhancement Prediction | Oct 4, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control | Oct 3, 2021 | BIG-bench Machine LearningInstance Segmentation | CodeCode Available | 1 |
| Surrogate-Based Black-Box Optimization Method for Costly Molecular Properties | Oct 1, 2021 | BIG-bench Machine LearningGPR | CodeCode Available | 1 |
| New Evolutionary Computation Models and their Applications to Machine Learning | Oct 1, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| A survey on datasets for fairness-aware machine learning | Oct 1, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| ML4ML: Automated Invariance Testing for Machine Learning Models | Sep 27, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Unbiased Single-scale and Multi-scale Quantizers for Distributed Optimization | Sep 26, 2021 | BIG-bench Machine LearningDistributed Optimization | CodeCode Available | 1 |
| GraphGT: Machine Learning Datasets for Graph Generation and Transformation | Sep 24, 2021 | BIG-bench Machine LearningDrug Design | CodeCode Available | 1 |
| The CAMELS Multifield Dataset: Learning the Universe's Fundamental Parameters with Artificial Intelligence | Sep 22, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Merlion: A Machine Learning Library for Time Series | Sep 20, 2021 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 1 |
| Fast TreeSHAP: Accelerating SHAP Value Computation for Trees | Sep 20, 2021 | BIG-bench Machine LearningComputational Efficiency | CodeCode Available | 1 |
| On Tilted Losses in Machine Learning: Theory and Applications | Sep 13, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation | Sep 12, 2021 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 |
| adabmDCA: Adaptive Boltzmann machine learning for biological sequences | Sep 9, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| AutoSmart: An Efficient and Automatic Machine Learning framework for Temporal Relational Data | Sep 9, 2021 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 |
| Machine learning modeling of family wide enzyme-substrate specificity screens | Sep 8, 2021 | BIG-bench Machine LearningDrug Discovery | CodeCode Available | 1 |
| Entangled Datasets for Quantum Machine Learning | Sep 8, 2021 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 1 |
| Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud | Sep 7, 2021 | Bias DetectionBIG-bench Machine Learning | CodeCode Available | 1 |
