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Ensemble Learning

Papers

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Showing 301–350 of 1207 papers

TitleStatusHype
Continual Adversarial DefenseCode0
Factor-augmented tree ensemblesCode0
Divergent Ensemble Networks: Enhancing Uncertainty Estimation with Shared Representations and Independent BranchingCode0
Deep N-ary Error Correcting Output CodesCode0
A Novel Surrogate-assisted Evolutionary Algorithm Applied to Partition-based Ensemble LearningCode0
A Discussion on Solving Partial Differential Equations using Neural NetworksCode0
A New Fuzzy Stacked Generalization Technique and Analysis of its PerformanceCode0
Cross-Model Cross-Stream Learning for Self-Supervised Human Action RecognitionCode0
A comparative study of non-deep learning, deep learning, and ensemble learning methods for sunspot number predictionCode0
Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Cross-Lingual Text ClassificationCode0
Across-subject ensemble-learning alleviates the need for large samples for fMRI decodingCode0
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced ClassificationCode0
Generating Explainable Rule Sets from Tree-Ensemble Learning Methods by Answer Set ProgrammingCode0
Generating Global and Local Explanations for Tree-Ensemble Learning Methods by Answer Set ProgrammingCode0
Data and Knowledge Co-driving for Cancer Subtype Classification on Multi-Scale Histopathological SlidesCode0
A Projection Pursuit Forest Algorithm for Supervised ClassificationCode0
Graph Representation Ensemble LearningCode0
Data-Free Diversity-Based Ensemble Selection For One-Shot Federated Learning in Machine Learning Model MarketCode0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity RecognitionCode0
Ensemble Learning via Knowledge Transfer for CTR PredictionCode0
Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language UnderstandingCode0
Chinese Grammatical Error Diagnosis Using Ensemble Learning—0
Checkovid: A COVID-19 misinformation detection system on Twitter using network and content mining perspectives—0
Characterizing Linguistic Attributes for Automatic Classification of Intent Based Racist/Radicalized Posts on Tumblr Micro-Blogging Website—0
Centroid Decision Forest—0
A New Deep Hybrid Boosted and Ensemble Learning-based Brain Tumor Analysis using MRI—0
A Defensive Framework Against Adversarial Attacks on Machine Learning-Based Network Intrusion Detection Systems—0
Cascading Randomized Weighted Majority: A New Online Ensemble Learning Algorithm—0
A New Deep Boosted CNN and Ensemble Learning based IoT Malware Detection—0
Can Large Language Models Act as Ensembler for Multi-GNNs?—0
A New Decomposition Ensemble Approach for Tourism Demand Forecasting: Evidence from Major Source Countries—0
A Comparative Study of Machine Learning and Deep Learning Techniques for Prediction of Co2 Emission in Cars—0
Building Decision Forest via Deep Reinforcement Learning—0
Breaking the gridlock in Mixture-of-Experts: Consistent and Efficient Algorithms—0
Analyzing Tree Architectures in Ensembles via Neural Tangent Kernel—0
BPGC at SemEval-2020 Task 11: Propaganda Detection in News Articles with Multi-Granularity Knowledge Sharing and Linguistic Features based Ensemble Learning—0
An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition—0
BoostingBERT:Integrating Multi-Class Boosting into BERT for NLP Tasks—0
An Ensemble Model with Attention Based Mechanism for Image Captioning—0
Boosted Ensemble Learning based on Randomized NNs for Time Series Forecasting—0
(Blue) Taxi Destination and Trip Time Prediction from Partial Trajectories—0
An Ensemble Mobile-Cloud Computing Method for Affordable and Accurate Glucometer Readout—0
A Decomposition-Based Hybrid Ensemble CNN Framework for Driver Fatigue Recognition—0
A BERT based Sentiment Analysis and Key Entity Detection Approach for Online Financial Texts—0
Blue and Green-Mode Energy-Efficient Nanoparticle-Based Chemiresistive Sensor Array Realized by Rapid Ensemble Learning—0
Blind Multiclass Ensemble Classification—0
An ensemble learning method for scene classification based on Hidden Markov Model image representation—0
Blending Ensemble for Classification with Genetic-algorithm generated Alpha factors and Sentiments (GAS)—0
BitE : Accelerating Learned Query Optimization in a Mixed-Workload Environment—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified