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Ensemble Learning

Papers

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Showing 201–250 of 1207 papers

TitleStatusHype
Group Ensemble: Learning an Ensemble of ConvNets in a single ConvNetCode0
HybridFC: A Hybrid Fact-Checking Approach for Knowledge GraphsCode0
DNS: Determinantal Point Process Based Neural Network Sampler for Ensemble Reinforcement LearningCode0
Across-subject ensemble-learning alleviates the need for large samples for fMRI decodingCode0
DTW at Qur'an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource DomainCode0
Improving Accuracy and Explainability of Online Handwriting RecognitionCode0
Distractor Generation for Multiple Choice Questions Using Learning to RankCode0
Divergent Ensemble Networks: Enhancing Uncertainty Estimation with Shared Representations and Independent BranchingCode0
A Novel Surrogate-assisted Evolutionary Algorithm Applied to Partition-based Ensemble LearningCode0
A novel stacking framework based on hybrid of gradient boosting-adaptive boosting-multilayer perceptron for crash injury severity prediction and analysisCode0
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
BagBERT: BERT-based bagging-stacking for multi-topic classificationCode0
An Automated Ensemble Learning Framework Using Genetic Programming for Image ClassificationCode0
Subsampled Ensemble Can Improve Generalization Tail ExponentiallyCode0
A Comparative Analysis of the Ensemble Methods for Drug DesignCode0
Bag of Tricks for In-Distribution Calibration of Pretrained TransformersCode0
Cross-Model Cross-Stream Learning for Self-Supervised Human Action RecognitionCode0
Balanced Split: A new train-test data splitting strategy for imbalanced datasetsCode0
Balancing Efficiency vs. Effectiveness and Providing Missing Label Robustness in Multi-Label Stream ClassificationCode0
Deep N-ary Error Correcting Output CodesCode0
Deep learning for brain metastasis detection and segmentation in longitudinal MRI dataCode0
Patch LearningCode0
Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetryCode0
Network Fission Ensembles for Low-Cost Self-EnsemblesCode0
Development and Evaluation of Ensemble Learning-based Environmental Methane Detection and Intensity Prediction ModelsCode0
Deep Ensemble Learning with Frame Skipping for Face Anti-SpoofingCode0
Lung cancer detection from thoracic CT scans using an ensemble of deep learning modelsCode0
Machine learning for causal inference: on the use of cross-fit estimatorsCode0
Bengali Handwritten Character Classification using Transfer Learning on Deep Convolutional Neural NetworkCode0
A Novel Approach for Enhancing Sentiment Classification of Persian Reviews Using Convolutional Neural Network and Majority Voting ClassifierCode0
Deep Ensembling of Multiband Images for Earth Remote Sensing and Foramnifera DataCode0
A Novel Approach for Auto-Formulation of Optimization ProblemsCode0
Mitigating Data Scarcity for Large Language ModelsCode0
Deep Learning-Based Open Source Toolkit for Eosinophil Detection in Pediatric Eosinophilic EsophagitisCode0
Development and external validation of a lung cancer risk estimation tool using gradient-boostingCode0
Duluth UROP at SemEval-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and OversamplingCode0
DebiasedDTA: A Framework for Improving the Generalizability of Drug-Target Affinity Prediction ModelsCode0
Data-Free Diversity-Based Ensemble Selection For One-Shot Federated Learning in Machine Learning Model MarketCode0
One-Teacher and Multiple-Student Knowledge Distillation on Sentiment ClassificationCode0
Decentralized learning with budgeted network load using Gaussian copulas and classifier ensemblesCode0
Boosting Ensemble Accuracy by Revisiting Ensemble Diversity MetricsCode0
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced ClassificationCode0
Low-Cost Self-Ensembles Based on Multi-Branch Transformation and Grouped ConvolutionCode0
Data and Knowledge Co-driving for Cancer Subtype Classification on Multi-Scale Histopathological SlidesCode0
PEFT for Speech: Unveiling Optimal Placement, Merging Strategies, and Ensemble TechniquesCode0
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight SharingCode0
A Deep Learning Approach to Unsupervised Ensemble LearningCode0
Cascade Bagging for Accuracy Prediction with Few Training SamplesCode0
Decoder Choice Network for Meta-LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified