| Dynamic GPU Energy Optimization for Machine Learning Training Workloads | Jan 5, 2022 | BIG-bench Machine LearningGPU | CodeCode Available | 1 | 5 |
| AutoSmart: An Efficient and Automatic Machine Learning framework for Temporal Relational Data | Sep 9, 2021 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| AxCell: Automatic Extraction of Results from Machine Learning Papers | Apr 29, 2020 | BIG-bench Machine LearningScientific Results Extraction | CodeCode Available | 1 | 5 |
| Leveraging Adversarial Examples to Quantify Membership Information Leakage | Mar 17, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks? | Oct 6, 2016 | BIG-bench Machine LearningSelf-Driving Cars | CodeCode Available | 1 | 5 |
| BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain | Aug 22, 2017 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| XEM: An Explainable-by-Design Ensemble Method for Multivariate Time Series Classification | May 7, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Practical distributed quantum information processing with LOCCNet | Jan 28, 2021 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 1 | 5 |
| Dynamic Parameter Allocation in Parameter Servers | Feb 3, 2020 | BIG-bench Machine LearningManagement | CodeCode Available | 1 | 5 |
| LoopStack: a Lightweight Tensor Algebra Compiler Stack | May 2, 2022 | BIG-bench Machine Learningtensor algebra | CodeCode Available | 1 | 5 |
| MACEst: The reliable and trustworthy Model Agnostic Confidence Estimator | Sep 2, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Machine learning accelerated computational fluid dynamics | Jan 28, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers | Nov 11, 2020 | BIG-bench Machine LearningCombinatorial Optimization | CodeCode Available | 1 | 5 |
| Benchmarking Econometric and Machine Learning Methodologies in Nowcasting | May 6, 2022 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Bayesian Tensor Network with Polynomial Complexity for Probabilistic Machine Learning | Dec 30, 2019 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Machine Learning Constructives and Local Searches for the Travelling Salesman Problem | Aug 2, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| DoubleML -- An Object-Oriented Implementation of Double Machine Learning in R | Mar 17, 2021 | BIG-bench Machine Learningvalid | CodeCode Available | 1 | 5 |
| Double Machine Learning based Program Evaluation under Unconfoundedness | Mar 6, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| DoubleML -- An Object-Oriented Implementation of Double Machine Learning in Python | Apr 7, 2021 | BIG-bench Machine Learningvalid | CodeCode Available | 1 | 5 |
| Behavioral Factors in Interactive Training of Text Classifiers | Jun 1, 2012 | BIG-bench Machine LearningSentiment Analysis | CodeCode Available | 1 | 5 |
| AnalogVNN: A fully modular framework for modeling and optimizing photonic neural networks | Oct 14, 2022 | BIG-bench Machine LearningGPU | CodeCode Available | 1 | 5 |
| Machine learning modeling of family wide enzyme-substrate specificity screens | Sep 8, 2021 | BIG-bench Machine LearningDrug Discovery | CodeCode Available | 1 | 5 |
| Machine learning of solvent effects on molecular spectra and reactions | Oct 28, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Machine Learning on Graphs: A Model and Comprehensive Taxonomy | May 7, 2020 | BIG-bench Machine LearningDecoder | CodeCode Available | 1 | 5 |
| Machine Learning Sensors | Jun 7, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Machine Learning Simulates Agent-Based Model Towards Policy | Mar 4, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| A Machine Learning Benchmark for Facies Classification | Jan 12, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations | Mar 18, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| A Multimodal Machine Learning Framework for Teacher Vocal Delivery Evaluation | Jul 15, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Bias in Automated Speaker Recognition | Jan 24, 2022 | BIG-bench Machine LearningFace Recognition | CodeCode Available | 1 | 5 |
| Analyzing Koopman approaches to physics-informed machine learning for long-term sea-surface temperature forecasting | Sep 15, 2020 | BIG-bench Machine LearningPhysics-informed machine learning | CodeCode Available | 1 | 5 |
| Malware Classification Using Static Disassembly and Machine Learning | Dec 10, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| BIKED: A Dataset for Computational Bicycle Design with Machine Learning Benchmarks | Mar 10, 2021 | BIG-bench Machine LearningDesign Synthesis | CodeCode Available | 1 | 5 |
| Manthan: A Data Driven Approach for Boolean Function Synthesis | May 14, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Mapping Images to Psychological Similarity Spaces Using Neural Networks | Apr 20, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Markpainting: Adversarial Machine Learning meets Inpainting | Jun 1, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Boosting on the shoulders of giants in quantum device calibration | May 13, 2020 | BIG-bench Machine LearningFew-Shot Learning | CodeCode Available | 1 | 5 |
| Brain Predictability toolbox: a Python library for neuroimaging based machine learning | Nov 3, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| MeLIME: Meaningful Local Explanation for Machine Learning Models | Sep 12, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 | 5 |
| Born-Again Tree Ensembles | Mar 24, 2020 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 1 | 5 |
| Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing | Jan 26, 2021 | BIG-bench Machine Learningimage-classification | CodeCode Available | 1 | 5 |
| 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 | 5 |
| DriveML: An R Package for Driverless Machine Learning | May 1, 2020 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Meta Dropout: Learning to Perturb Features for Generalization | May 30, 2019 | BIG-bench Machine LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Effectiveness of Artificial Intelligence in Stock Market Prediction based on Machine Learning | Jun 30, 2021 | BIG-bench Machine LearningStock Market Prediction | CodeCode Available | 1 | 5 |
| Mill.jl and JsonGrinder.jl: automated differentiable feature extraction for learning from raw JSON data | May 19, 2021 | BIG-bench Machine LearningFeature Engineering | CodeCode Available | 1 | 5 |
| By-passing the Kohn-Sham equations with machine learning | Sep 9, 2016 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| ML4Chem: A Machine Learning Package for Chemistry and Materials Science | Mar 2, 2020 | BIG-bench Machine LearningModel Optimization | CodeCode Available | 1 | 5 |
| Cardea: An Open Automated Machine Learning Framework for Electronic Health Records | Oct 1, 2020 | Automated Feature EngineeringAutoML | CodeCode Available | 1 | 5 |
| A Model-Driven Approach to Machine Learning and Software Modeling for the IoT | Jul 6, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
