| Conformal prediction interval for dynamic time-series | Oct 18, 2020 | Conformal PredictionEnsemble Learning | CodeCode Available | 2 |
| Ensembles of Spiking Neural Networks | Oct 15, 2020 | DiversityEnsemble Learning | —Unverified | 0 |
| Consensus Clustering With Unsupervised Representation Learning | Oct 3, 2020 | ClusteringData Augmentation | —Unverified | 0 |
| End-to-End Training of CNN Ensembles for Person Re-Identification | Oct 3, 2020 | Ensemble LearningPerson Re-Identification | —Unverified | 0 |
| Ensemble Multi-Source Domain Adaptation with Pseudolabels | Sep 29, 2020 | Domain AdaptationEnsemble Learning | —Unverified | 0 |
| Fairness in Semi-supervised Learning: Unlabeled Data Help to Reduce Discrimination | Sep 25, 2020 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| An original framework for Wheat Head Detection using Deep, Semi-supervised and Ensemble Learning within Global Wheat Head Detection (GWHD) Dataset | Sep 24, 2020 | Data AugmentationEnsemble Learning | —Unverified | 0 |
| Demand Forecasting in Bike-sharing Systems Based on A Multiple Spatiotemporal Fusion Network | Sep 23, 2020 | Demand ForecastingEnsemble Learning | —Unverified | 0 |
| Deep N-ary Error Correcting Output Codes | Sep 22, 2020 | ClassificationEnsemble Learning | CodeCode Available | 0 |
| Demand Prediction Using Machine Learning Methods and Stacked Generalization | Sep 21, 2020 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| Generating Efficient DNN-Ensembles with Evolutionary Computation | Sep 18, 2020 | CPUEnsemble Learning | —Unverified | 0 |
| Quantum Algorithm for Ensemble Learning | Sep 16, 2020 | Ensemble Learning | CodeCode Available | 0 |
| Stratified and Time-aware Sampling based Adaptive Ensemble Learning for Streaming Recommendations | Sep 15, 2020 | Ensemble LearningRecommendation Systems | —Unverified | 0 |
| Ensemble learning of diffractive optical networks | Sep 15, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Adaptive Generation Model: A New Ensemble Method | Sep 14, 2020 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| Double-Wing Mixture of Experts for Streaming Recommendations | Sep 14, 2020 | Ensemble LearningMixture-of-Experts | —Unverified | 0 |
| Robust Deep Learning Ensemble against Deception | Sep 14, 2020 | Adversarial RobustnessDeep Learning | —Unverified | 0 |
| BoostingBERT:Integrating Multi-Class Boosting into BERT for NLP Tasks | Sep 13, 2020 | Ensemble LearningKnowledge Distillation | —Unverified | 0 |
| Investigation of REFINED CNN ensemble learning for anti-cancer drug sensitivity prediction | Sep 9, 2020 | Ensemble LearningPrediction | CodeCode Available | 0 |
| The Integrity of Machine Learning Algorithms against Software Defect Prediction | Sep 5, 2020 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| Binary Classification as a Phase Separation Process | Sep 5, 2020 | Binary ClassificationClassification | CodeCode Available | 0 |
| An Ensemble Learning Approach for In-situ Monitoring of FPGA Dynamic Power | Sep 3, 2020 | Ensemble LearningManagement | —Unverified | 0 |
| A Novel Multiple Ensemble Learning Models Based on Different Datasets for Software Defect Prediction | Aug 30, 2020 | Ensemble Learningsoftware testing | —Unverified | 0 |
| AKHCRNet: Bengali Handwritten Character Recognition Using Deep Learning | Aug 29, 2020 | Deep LearningEnsemble Learning | CodeCode Available | 1 |
| Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning | Aug 28, 2020 | Ensemble LearningTime Series | CodeCode Available | 0 |
| On the Intrinsic Differential Privacy of Bagging | Aug 22, 2020 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| Generalizing Fault Detection Against Domain Shifts Using Stratification-Aware Cross-Validation | Aug 20, 2020 | Anomaly DetectionEnsemble Learning | —Unverified | 0 |
| Ensemble learning reveals dissimilarity between rare-earth transition metal binary alloys with respect to the Curie temperature | Aug 20, 2020 | Ensemble Learning | —Unverified | 0 |
| Using Ensemble Classifiers to Detect Incipient Anomalies | Aug 20, 2020 | Anomaly DetectionEnsemble Learning | —Unverified | 0 |
| An Intelligent Edge-Centric Queries Allocation Scheme based on Ensemble Models | Aug 12, 2020 | Decision MakingEdge-computing | —Unverified | 0 |
| Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks | Aug 11, 2020 | Data PoisoningEnsemble Learning | CodeCode Available | 1 |
| The Unreasonable Effectiveness of Machine Learning in Moldavian versus Romanian Dialect Identification | Jul 30, 2020 | ArticlesBIG-bench Machine Learning | CodeCode Available | 0 |
| Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches | Jul 27, 2020 | Ensemble LearningFine-Grained Image Classification | —Unverified | 0 |
| Deep Network Ensemble Learning applied to Image Classification using CNN Trees | Jul 23, 2020 | Ensemble LearningGeneral Classification | CodeCode Available | 1 |
| Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil | Jul 21, 2020 | Decision MakingEnsemble Learning | CodeCode Available | 0 |
| CoCoNuT: Combining Context-Aware Neural Translation Models using Ensemble for Program Repair | Jul 18, 2020 | Ensemble LearningMachine Translation | CodeCode Available | 1 |
| A Technical Report for VIPriors Image Classification Challenge | Jul 17, 2020 | ClassificationEnsemble Learning | —Unverified | 0 |
| Presentation of a Recommender System with Ensemble Learning and Graph Embedding: A Case on MovieLens | Jul 15, 2020 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Misclassification cost-sensitive ensemble learning: A unifying framework | Jul 14, 2020 | Ensemble Learning | —Unverified | 0 |
| Exploiting Uncertainties from Ensemble Learners to Improve Decision-Making in Healthcare AI | Jul 12, 2020 | Decision MakingEnsemble Learning | —Unverified | 0 |
| SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning | Jul 9, 2020 | Deep Reinforcement LearningDiversity | CodeCode Available | 1 |
| Coronary Heart Disease Diagnosis Based on Improved Ensemble Learning | Jul 6, 2020 | DiversityEnsemble Learning | —Unverified | 0 |
| Multiple Expert Brainstorming for Domain Adaptive Person Re-identification | Jul 3, 2020 | Domain Adaptive Person Re-IdentificationEnsemble Learning | CodeCode Available | 1 |
| AutoBayes: Automated Bayesian Graph Exploration for Nuisance-Robust Inference | Jul 2, 2020 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 |
| Quantum Ensemble for Classification | Jul 2, 2020 | ClassificationEnsemble Learning | CodeCode Available | 0 |
| An ensemble learning framework based on group decision making | Jul 1, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Group Ensemble: Learning an Ensemble of ConvNets in a single ConvNet | Jul 1, 2020 | Action RecognitionEnsemble Learning | CodeCode Available | 0 |
| Adversarial Deep Ensemble: Evasion Attacks and Defenses for Malware Detection | Jun 30, 2020 | Ensemble LearningMalware Detection | CodeCode Available | 1 |
| Digit Image Recognition Using an Ensemble of One-Versus-All Deep Network Classifiers | Jun 28, 2020 | AllBinary Classification | —Unverified | 0 |
| Diverse Knowledge Distillation (DKD): A Solution for Improving The Robustness of Ensemble Models Against Adversarial Attacks | Jun 26, 2020 | Ensemble Learningimage-classification | —Unverified | 0 |