| Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem | Dec 19, 2020 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Speech Enhancement with Zero-Shot Model Selection | Dec 17, 2020 | Ensemble Learningmodel | CodeCode Available | 0 |
| A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning | Dec 15, 2020 | Binary ClassificationDecision Making | —Unverified | 0 |
| Masksembles for Uncertainty Estimation | Dec 15, 2020 | Classifier calibrationEnsemble Learning | CodeCode Available | 1 |
| Incremental Data-driven Optimization of Complex Systems in Nonstationary Environments | Dec 14, 2020 | Ensemble LearningOutlier Detection | —Unverified | 0 |
| A Comparative Analysis of the Ensemble Methods for Drug Design | Dec 11, 2020 | Drug DesignDrug Discovery | CodeCode Available | 0 |
| Learn to Predict Vertical Track Irregularity with Extremely Imbalanced Data | Dec 5, 2020 | Ensemble LearningTime Series | —Unverified | 0 |
| Named Entity Popularity Determination using Ensemble Learning | Dec 1, 2020 | Ensemble Learningnamed-entity-recognition | —Unverified | 0 |
| UMSIForeseer at SemEval-2020 Task 11: Propaganda Detection by Fine-Tuning BERT with Resampling and Ensemble Learning | Dec 1, 2020 | ArticlesEnsemble Learning | —Unverified | 0 |
| Transformers at SemEval-2020 Task 11: Propaganda Fragment Detection Using Diversified BERT Architectures Based Ensemble Learning | Dec 1, 2020 | ArticlesEnsemble Learning | —Unverified | 0 |
| Omni: Automated Ensemble with Unexpected Models against Adversarial Evasion Attack | Nov 23, 2020 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| Ensemble Learning for Spectral Clustering | Nov 20, 2020 | ClusteringEnsemble Learning | CodeCode Available | 1 |
| Smart obervation method with wide field small aperture telescopes for real time transient detection | Nov 20, 2020 | Ensemble Learning | —Unverified | 0 |
| Global Road Damage Detection: State-of-the-art Solutions | Nov 17, 2020 | Ensemble LearningRoad Damage Detection | —Unverified | 0 |
| Utilizing Ensemble Learning for Performance and Power Modeling and Improvement of Parallel Cancer Deep Learning CANDLE Benchmarks | Nov 12, 2020 | Ensemble Learning | —Unverified | 0 |
| A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges | Nov 12, 2020 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Understanding Double Descent Requires a Fine-Grained Bias-Variance Decomposition | Nov 4, 2020 | Ensemble LearningLearning Theory | —Unverified | 0 |
| Residual Likelihood Forests | Nov 4, 2020 | Ensemble Learning | —Unverified | 0 |
| RTM Ensemble Learning Results at Quality Estimation Task | Nov 1, 2020 | Ensemble LearningMixture-of-Experts | —Unverified | 0 |
| Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble | Nov 1, 2020 | Domain AdaptationEnsemble Learning | CodeCode Available | 1 |
| Road Damage Detection using Deep Ensemble Learning | Oct 30, 2020 | Ensemble LearningManagement | CodeCode Available | 1 |
| A Chinese Text Classification Method With Low Hardware Requirement Based on Improved Model Concatenation | Oct 28, 2020 | ClassificationEnsemble Learning | —Unverified | 0 |
| Enhanced Classification Accuracy for Cardiotocogram Data with Ensemble Feature Selection and Classifier Ensemble | Oct 27, 2020 | ClassificationEnsemble Learning | —Unverified | 0 |
| Promoting High Diversity Ensemble Learning with EnsembleBench | Oct 20, 2020 | BenchmarkingDiversity | CodeCode Available | 1 |
| Dynamic Ensemble Learning for Credit Scoring: A Comparative Study | Oct 18, 2020 | Ensemble Learning | CodeCode Available | 0 |
