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Ensemble Learning

Papers

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Showing 151–200 of 1207 papers

TitleStatusHype
E-QUARTIC: Energy Efficient Edge Ensemble of Convolutional Neural Networks for Resource-Optimized LearningCode0
End-to-end Feature Selection Approach for Learning Skinny TreesCode0
EMORL: Ensemble Multi-Objective Reinforcement Learning for Efficient and Flexible LLM Fine-TuningCode0
Differentiable Model Selection for Ensemble LearningCode0
Efficient Method for Categorize Animals in the WildCode0
E2GNN: Efficient Graph Neural Network Ensembles for Semi-Supervised ClassificationCode0
EFSIS: Ensemble Feature Selection Integrating StabilityCode0
EnsembleCI: Ensemble Learning for Carbon Intensity ForecastingCode0
DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image SegmentationCode0
DNS: Determinantal Point Process Based Neural Network Sampler for Ensemble Reinforcement LearningCode0
Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent DataCode0
DTW at Qur'an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource DomainCode0
Distractor Generation for Multiple Choice Questions Using Learning to RankCode0
Divergent Ensemble Networks: Enhancing Uncertainty Estimation with Shared Representations and Independent BranchingCode0
Development and Evaluation of Ensemble Learning-based Environmental Methane Detection and Intensity Prediction ModelsCode0
Action Recognition Using Temporal Shift Module and Ensemble LearningCode0
Duluth UROP at SemEval-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and OversamplingCode0
Dynamic Ensemble Learning for Credit Scoring: A Comparative StudyCode0
Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity RecognitionCode0
E-CLEAP: An ensemble learning model for efficient and accurate identification of antimicrobial peptidesCode0
Electrical load forecasting using hybrid of extreme gradient boosting and light gradient boosting machineCode0
Development and external validation of a lung cancer risk estimation tool using gradient-boostingCode0
EMPATH: MediaPipe-Aided Ensemble Learning with Attention-Based Transformers for Accurate Recognition of Bangla Word-Level Sign LanguageCode0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
DTW at Qur’an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource DomainCode0
Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference PerspectiveCode0
AlbNews: A Corpus of Headlines for Topic Modeling in AlbanianCode0
Ensemble Knowledge Distillation for Learning Improved and Efficient NetworksCode0
Ensemble classifier fostered detection of arrhythmia using ECG dataCode0
Equipping Computational Pathology Systems with Artifact Processing Pipelines: A Showcase for Computation and Performance Trade-offsCode0
Deep Learning-Based Open Source Toolkit for Eosinophil Detection in Pediatric Eosinophilic EsophagitisCode0
Ensemble learning in CNN augmented with fully connected subnetworksCode0
A Projection Pursuit Forest Algorithm for Supervised ClassificationCode0
Deep learning for brain metastasis detection and segmentation in longitudinal MRI dataCode0
Deep Ensemble Learning with Frame Skipping for Face Anti-SpoofingCode0
Ensemble of CNN for multi-focus image fusionCode0
Across-subject ensemble-learning alleviates the need for large samples for fMRI decodingCode0
Deep Ensembling of Multiband Images for Earth Remote Sensing and Foramnifera DataCode0
Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetryCode0
Augmenting correlation structures in spatial data using deep generative modelsCode0
Decoupled Knowledge with Ensemble Learning for Online DistillationCode0
Decoder Choice Network for Meta-LearningCode0
Deep convolutional forest: a dynamic deep ensemble approach for spam detection in textCode0
A Novel Surrogate-assisted Evolutionary Algorithm Applied to Partition-based Ensemble LearningCode0
F5C-finder: An Explainable and Ensemble Biological Language Model for Predicting 5-Formylcytidine Modifications on mRNACode0
Factor-augmented tree ensemblesCode0
A novel stacking framework based on hybrid of gradient boosting-adaptive boosting-multilayer perceptron for crash injury severity prediction and analysisCode0
Deep N-ary Error Correcting Output CodesCode0
Data and Knowledge Co-driving for Cancer Subtype Classification on Multi-Scale Histopathological SlidesCode0
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced ClassificationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified