| Second-Order Stochastic Optimization for Machine Learning in Linear Time | Feb 12, 2016 | BIG-bench Machine LearningSecond-order methods | CodeCode Available | 1 | 5 |
| Density estimation using Real NVP | May 27, 2016 | BIG-bench Machine LearningDensity Estimation | CodeCode Available | 1 | 5 |
| GEMA: An open-source Python library for self-organizing-maps | Feb 17, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Descriptive and Predictive Analysis of Euroleague Basketball Games and the Wisdom of Basketball Crowds | Feb 19, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 | 5 |
| Industrial Machine Tool Component Surface Defect Dataset | Mar 24, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| Semantic Preserving Embeddings for Generalized Graphs | Sep 7, 2017 | BIG-bench Machine LearningEntity Retrieval | CodeCode Available | 1 | 5 |
| Machine Learning Sensors | Jun 7, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Shared Data and Algorithms for Deep Learning in Fundamental Physics | Jul 1, 2021 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 | 5 |
| Detecting Hateful Memes Using a Multimodal Deep Ensemble | Dec 24, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| SHIFT15M: Fashion-specific dataset for set-to-set matching with several distribution shifts | Aug 30, 2021 | BIG-bench Machine Learningset matching | CodeCode Available | 1 | 5 |
| SidechainNet: An All-Atom Protein Structure Dataset for Machine Learning | Oct 16, 2020 | AllBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning Research | May 5, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Detection of gravitational-wave signals from binary neutron star mergers using machine learning | Jun 2, 2020 | BIG-bench Machine LearningSensitivity | CodeCode Available | 1 | 5 |
| Developing and Defeating Adversarial Examples | Aug 23, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| From Human Explanation to Model Interpretability: A Framework Based on Weight of Evidence | Apr 27, 2021 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 0 | 5 |
| Facilitated machine learning for image-based fruit quality assessment | Jul 10, 2022 | BIG-bench Machine LearningClassification | CodeCode Available | 0 | 5 |
| Face Recognition: From Traditional to Deep Learning Methods | Oct 31, 2018 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 | 5 |
| Facial Key Points Detection using Deep Convolutional Neural Network - NaimishNet | Oct 3, 2017 | 3D Face ReconstructionBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Failure Modes in Machine Learning Systems | Nov 25, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Extracting Sentiment Attitudes From Analytical Texts | Aug 27, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| AdaGrid: Adaptive Grid Search for Link Prediction Training Objective | Mar 30, 2022 | BIG-bench Machine LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Dynamics of specialization in neural modules under resource constraints | Jun 4, 2021 | BIG-bench Machine LearningOpen-Ended Question Answering | CodeCode Available | 0 | 5 |
| A Higher-Order Swiss Army Infinitesimal Jackknife | Jul 28, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| A high-bias, low-variance introduction to Machine Learning for physicists | Mar 23, 2018 | BIG-bench Machine LearningClustering | CodeCode Available | 0 | 5 |
| ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events | Dec 7, 2016 | BIG-bench Machine LearningBlocking | CodeCode Available | 0 | 5 |
| Fair Active Learning | Jan 6, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys | Feb 27, 2017 | BIG-bench Machine LearningIntrusion Detection | CodeCode Available | 0 | 5 |
| Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning | May 1, 2021 | BIG-bench Machine Learningvalid | CodeCode Available | 0 | 5 |
| Exploring helical dynamos with machine learning | May 20, 2019 | Bayesian InferenceBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Exploring Wilderness Characteristics Using Explainable Machine Learning in Satellite Imagery | Mar 1, 2022 | BIG-bench Machine LearningSensitivity | CodeCode Available | 0 | 5 |
| Extending Defensive Distillation | May 15, 2017 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| ExploreKit: Automatic Feature Generation and Selection | Jan 1, 2016 | Automated Feature EngineeringBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Exploration of Parameter Spaces Assisted by Machine Learning | Jul 20, 2022 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| A Guide to Constraining Effective Field Theories with Machine Learning | Apr 30, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification | Sep 4, 2019 | Acoustic Scene ClassificationBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Exploiting Parallelism Opportunities with Deep Learning Frameworks | Aug 13, 2019 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 | 5 |
| External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study of the mTOR pathway | Jul 7, 2017 | BIG-bench Machine LearningEvent Extraction | CodeCode Available | 0 | 5 |
| Fair Active Learning | Jun 20, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| LIMEADE: From AI Explanations to Advice Taking | Mar 9, 2020 | BIG-bench Machine Learningimage-classification | CodeCode Available | 0 | 5 |
| ACTIVETHIEF: Model Extraction Using Active Learning and Unannotated Public Data | Feb 7, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics | Jul 17, 2019 | BIG-bench Machine LearningData Poisoning | CodeCode Available | 0 | 5 |
| Explanatory machine learning for sequential human teaching | May 20, 2022 | BIG-bench Machine LearningInductive logic programming | CodeCode Available | 0 | 5 |
| Aggressive Language Identification Using Word Embeddings and Sentiment Features | Aug 1, 2018 | Aggression IdentificationBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Aggregation Delayed Federated Learning | Aug 17, 2021 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 | 5 |
| Explaining Hyperparameter Optimization via Partial Dependence Plots | Nov 8, 2021 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Explainable Machine Learning for Public Policy: Use Cases, Gaps, and Research Directions | Oct 27, 2020 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients | Oct 12, 2020 | Active LearningAstronomy | CodeCode Available | 0 | 5 |
| explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning | Jul 29, 2019 | BIG-bench Machine LearningExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Agent-Based Model Calibration using Machine Learning Surrogates | Mar 30, 2017 | BIG-bench Machine Learningmodel | CodeCode Available | 0 | 5 |
