| Explaining a black-box using Deep Variational Information Bottleneck Approach | Feb 19, 2019 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 0 | 5 |
| A Cone-Beam X-Ray CT Data Collection designed for Machine Learning | May 12, 2019 | BIG-bench Machine LearningComputed Tomography (CT) | 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 |
| Explaining Explanations: An Overview of Interpretability of Machine Learning | May 31, 2018 | BIG-bench Machine LearningExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Exploiting Multi-modal Curriculum in Noisy Web Data for Large-scale Concept Learning | Jul 16, 2016 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Analyzing the Habitable Zones of Circumbinary Planets Using Machine Learning | Sep 17, 2021 | BIG-bench Machine LearningDiversity | CodeCode Available | 0 | 5 |
| Experimental Comparison of Semi-parametric, Parametric, and Machine Learning Models for Time-to-Event Analysis Through the Concordance Index | Mar 13, 2020 | BIG-bench Machine Learningregression | CodeCode Available | 0 | 5 |
| Explainable AI for Trees: From Local Explanations to Global Understanding | May 11, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Exacerbating Algorithmic Bias through Fairness Attacks | Dec 16, 2020 | Adversarial AttackBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Exoplanet Detection using Machine Learning | Nov 28, 2020 | BIG-bench Machine LearningTime Series Analysis | CodeCode Available | 0 | 5 |
| Explainable Debugger for Black-box Machine Learning Models | Jul 18, 2021 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| EventMapper: Detecting Real-World Physical Events Using Corroborative and Probabilistic Sources | Jan 23, 2020 | BIG-bench Machine LearningEvent Detection | CodeCode Available | 0 | 5 |
| Machine learning approach for segmenting glands in colon histology images using local intensity and texture features | May 15, 2019 | BIG-bench Machine LearningColorectal Gland Segmentation: | CodeCode Available | 0 | 5 |
| Evolutionary bagging for ensemble learning | Aug 4, 2022 | BIG-bench Machine LearningDiversity | CodeCode Available | 0 | 5 |
| Event Classification with Multi-step Machine Learning | Jun 4, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 0 | 5 |
| Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution | Apr 1, 2020 | AutoMLBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Explainable Machine Learning for Breakdown Prediction in High Gradient RF Cavities | Feb 10, 2022 | BIG-bench Machine LearningExplainable artificial intelligence | 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 |
| Finding Approximate Local Minima Faster than Gradient Descent | Nov 3, 2016 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study of SHAP TreeExplainer and TreeInterpreter | Oct 13, 2020 | BIG-bench Machine LearningCloud Computing | CodeCode Available | 0 | 5 |
| Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification | Sep 12, 2019 | BIG-bench Machine LearningBinary text classification | CodeCode Available | 0 | 5 |
| Evaluating recommender systems for AI-driven biomedical informatics | May 22, 2019 | AI AgentBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security | Oct 8, 2018 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Analytical classical density functionals from an equation learning network | Oct 28, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification | Nov 29, 2021 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Analysis | OPEN | Published: 17 June 2019 Multitask learning and benchmarking with clinical time series data | Jun 17, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Evaluating approaches for supervised semantic labeling | Jan 29, 2018 | BIG-bench Machine LearningData Integration | CodeCode Available | 0 | 5 |
| Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach | Dec 8, 2020 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 0 | 5 |
| Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science | Mar 20, 2016 | Automated Feature EngineeringAutoML | CodeCode Available | 0 | 5 |
| Estimating heterogeneous survival treatment effect in observational data using machine learning | Aug 17, 2020 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 | 5 |
| Estimating g-Leakage via Machine Learning | May 9, 2020 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Estimating Glycemic Impact of Cooking Recipes via Online Crowdsourcing and Machine Learning | Sep 17, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Evading Malware Classifiers via Monte Carlo Mutant Feature Discovery | Jun 15, 2021 | BIG-bench Machine LearningMalware Analysis | CodeCode Available | 0 | 5 |
| Entropy from Machine Learning | Sep 24, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 | 5 |
| ERFit: Entropic Regression Fit Matlab Package, for Data-Driven System Identification of Underlying Dynamic Equations | Oct 6, 2020 | BIG-bench Machine Learningregression | CodeCode Available | 0 | 5 |
| Entanglement-guided architectures of machine learning by quantum tensor network | Mar 24, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| EvalAI: Towards Better Evaluation Systems for AI Agents | Feb 10, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Evaluation of machine learning algorithms for Health and Wellness applications: a tutorial | Aug 31, 2020 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring | Dec 8, 2021 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Ensemble Distillation for Robust Model Fusion in Federated Learning | Jun 12, 2020 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 | 5 |
| End to End Software Engineering Research | Dec 22, 2021 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Improving Certified Robustness via Statistical Learning with Logical Reasoning | Feb 28, 2020 | BIG-bench Machine LearningLogical Reasoning | CodeCode Available | 0 | 5 |
| Ensemble learning with 3D convolutional neural networks for connectome-based prediction | Sep 11, 2018 | BIG-bench Machine LearningEnsemble Learning | CodeCode Available | 0 | 5 |
| Emotion Recognition of the Singing Voice: Toward a Real-Time Analysis Tool for Singers | May 1, 2021 | BIG-bench Machine LearningEmotion Recognition | CodeCode Available | 0 | 5 |
| EMFET: E-mail Features Extraction Tool | Nov 22, 2017 | BIG-bench Machine LearningSpam detection | CodeCode Available | 0 | 5 |
| Emotion Transfer Using Vector-Valued Infinite Task Learning | Feb 9, 2021 | BIG-bench Machine LearningEmotion Classification | CodeCode Available | 0 | 5 |
| Analysis of Kepler Objects of Interest using Machine Learning for Exoplanet Identification | Jun 27, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 0 | 5 |
| Analysis of hidden feedback loops in continuous machine learning systems | Jan 14, 2021 | BIG-bench Machine LearningLifelong learning | CodeCode Available | 0 | 5 |
| ENCODE: Encoding NetFlows for Network Anomaly Detection | Jul 8, 2022 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Ensemble of Neural Classifiers for Scoring Knowledge Base Triples | Mar 15, 2017 | BIG-bench Machine LearningEntity Retrieval | CodeCode Available | 0 | 5 |