| Adaptive Risk Minimization: Learning to Adapt to Domain Shift | Jul 6, 2020 | BIG-bench Machine LearningDomain Generalization | CodeCode Available | 1 |
| Approximating Network Centrality Measures Using Node Embedding and Machine Learning | Jun 29, 2020 | BIG-bench Machine LearningGraph Embedding | CodeCode Available | 1 |
| 70 years of machine learning in geoscience in review | Jun 16, 2020 | BIG-bench Machine LearningGaussian Processes | 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 |
| A Preliminary Study of Neural Network-based Approximation for HPC Applications | Dec 18, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Are Convolutional Neural Networks or Transformers more like human vision? | May 15, 2021 | BIG-bench Machine LearningObject Recognition | CodeCode Available | 1 |
| Bayesian Tensor Network with Polynomial Complexity for Probabilistic Machine Learning | Dec 30, 2019 | BIG-bench Machine Learning | CodeCode Available | 1 |
| BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning | Feb 6, 2022 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 1 |
| A smile is all you need: Predicting limiting activity coefficients from SMILES with natural language processing | Jun 15, 2022 | AllBIG-bench Machine Learning | CodeCode Available | 1 |
| Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations | Mar 18, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Bias in Machine Learning Software: Why? How? What to do? | May 25, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| BIKED: A Dataset for Computational Bicycle Design with Machine Learning Benchmarks | Mar 10, 2021 | BIG-bench Machine LearningDesign Synthesis | CodeCode Available | 1 |
| Brain Predictability toolbox: a Python library for neuroimaging based machine learning | Nov 3, 2020 | BIG-bench Machine Learning | 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 |
| Canonicalizing Knowledge Base Literals | Jun 26, 2019 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Cardea: An Open Automated Machine Learning Framework for Electronic Health Records | Oct 1, 2020 | Automated Feature EngineeringAutoML | CodeCode Available | 1 |
| A Bayesian neural network predicts the dissolution of compact planetary systems | Jan 11, 2021 | BIG-bench Machine LearningTime Series Analysis | CodeCode Available | 1 |
| Challenges in Representation Learning: A report on three machine learning contests | Jul 1, 2013 | BIG-bench Machine LearningFacial Expression Recognition | CodeCode Available | 1 |
| Chickenpox Cases in Hungary: a Benchmark Dataset for Spatiotemporal Signal Processing with Graph Neural Networks | Feb 16, 2021 | BIG-bench Machine LearningGraph Neural Network | CodeCode Available | 1 |
| CLAUDETTE: an Automated Detector of Potentially Unfair Clauses in Online Terms of Service | May 3, 2018 | BIG-bench Machine LearningUnfairness Detection | CodeCode Available | 1 |
| Coarse Graining Molecular Dynamics with Graph Neural Networks | Jul 22, 2020 | BIG-bench Machine LearningGraph Neural Network | CodeCode Available | 1 |
| Breaking the Computation and Communication Abstraction Barrier in Distributed Machine Learning Workloads | May 12, 2021 | BIG-bench Machine Learning | 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 |
| Combining SchNet and SHARC: The SchNarc machine learning approach for excited-state dynamics | Feb 17, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Achieving Fairness at No Utility Cost via Data Reweighing with Influence | Feb 1, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Auditing Differentially Private Machine Learning: How Private is Private SGD? | Jun 13, 2020 | Art AnalysisBIG-bench Machine Learning | CodeCode Available | 1 |
| A Data-Centric Optimization Framework for Machine Learning | Oct 20, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting | Jun 13, 2015 | BIG-bench Machine LearningVideo Prediction | CodeCode Available | 1 |
| Copula-based synthetic data augmentation for machine-learning emulators | Dec 16, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 |
| A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study | Jan 10, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning | Jul 23, 2020 | BIG-bench Machine LearningRepresentation Learning | CodeCode Available | 1 |
| CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU | Apr 22, 2021 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| Cyberbullying Detection with Fairness Constraints | May 9, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Cyclic Boosting -- an explainable supervised machine learning algorithm | Feb 9, 2020 | BIG-bench Machine Learningregression | CodeCode Available | 1 |
| DaST: Data-free Substitute Training for Adversarial Attacks | Mar 28, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Data Curation and Quality Assurance for Machine Learning-based Cyber Intrusion Detection | May 20, 2021 | BIG-bench Machine LearningIntrusion Detection | CodeCode Available | 1 |
| Data Programming: Creating Large Training Sets, Quickly | May 25, 2016 | BIG-bench Machine LearningSlot Filling | CodeCode Available | 1 |
| Data Readiness for Natural Language Processing | Sep 4, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Leakage of Dataset Properties in Multi-Party Machine Learning | Jun 12, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Dataset Optimization Strategies for MalwareTraffic Detection | Sep 23, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 1 |
| Apache Submarine: A Unified Machine Learning Platform Made Simple | Aug 22, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| A Non-Parametric Test to Detect Data-Copying in Generative Models | Apr 12, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Anomaly Detection in Emails using Machine Learning and Header Information | Mar 19, 2022 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 1 |
| DeepDRR -- A Catalyst for Machine Learning in Fluoroscopy-guided Procedures | Mar 22, 2018 | Anatomical Landmark DetectionBIG-bench Machine Learning | CodeCode Available | 1 |
| Deep Joint Source Channel Coding for WirelessImage Transmission with OFDM | Jan 5, 2021 | BIG-bench Machine LearningDecoder | CodeCode Available | 1 |
| Deep Learning and Symbolic Regression for Discovering Parametric Equations | Jul 1, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Self-Directed Online Machine Learning for Topology Optimization | Feb 4, 2020 | BIG-bench Machine LearningStochastic Optimization | CodeCode Available | 1 |
| Deep Learning for Network Traffic Classification | Jun 2, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Anonymizing Machine Learning Models | Jul 26, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Dendrite Net: A White-Box Module for Classification, Regression, and System Identification | Apr 8, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
