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Ensemble Learning

Papers

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Showing 501–550 of 1207 papers

TitleStatusHype
A Boosting Approach to Constructing an Ensemble Stack—0
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over TimeCode1
DGEKT: A Dual Graph Ensemble Learning Method for Knowledge TracingCode1
Crowdsensing-based Road Damage Detection Challenge (CRDDC-2022)—0
Introduction and Exemplars of Uncertainty Decomposition—0
A Comparative Study of Machine Learning and Deep Learning Techniques for Prediction of Co2 Emission in Cars—0
Multi-Label Training for Text-Independent Speaker Identification—0
Multimodal Forgery Detection Using Ensemble LearningCode1
Elimination of Non-Novel Segments at Multi-Scale for Few-Shot Segmentation—0
YNU-HPCC at ROCLING 2022 Shared Task: A Transformer-based Model with Focal Loss and Regularization Dropout for Chinese Healthcare Named Entity RecognitionCode0
Differentiable Model Selection for Ensemble LearningCode0
Mitigating Unfairness via Evolutionary Multi-objective Ensemble LearningCode0
An Intelligent Decision Support Ensemble Voting Model for Coronary Artery Disease Prediction in Smart Healthcare Monitoring Environments—0
MMRNet: Improving Reliability for Multimodal Object Detection and Segmentation for Bin Picking via Multimodal Redundancy—0
Bagged k-Distance for Mode-Based Clustering Using the Probability of Localized Level Sets—0
Bag of Tricks for Developing Diabetic Retinopathy Analysis Framework to Overcome Data Scarcity—0
An efficient combination strategy for hybird quantum ensemble classifier—0
An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition—0
Navigating Ensemble Configurations for Algorithmic Fairness—0
Synthetic Model Combination: An Instance-wise Approach to Unsupervised Ensemble LearningCode0
An Experimental Study on Private Aggregation of Teacher Ensemble Learning for End-to-End Speech Recognition—0
EnsembleMOT: A Step towards Ensemble Learning of Multiple Object TrackingCode1
Ensemble Learning using Transformers and Convolutional Networks for Masked Face RecognitionCode1
The Dynamic of Consensus in Deep Networks and the Identification of Noisy Labels—0
AILAB-Udine@SMM4H’22: Limits of Transformers and BERT Ensembles—0
One-Teacher and Multiple-Student Knowledge Distillation on Sentiment ClassificationCode0
Resource of Wikipedias in 31 Languages Categorized into Fine-Grained Named Entities—0
Efficient Quantum Agnostic Improper Learning of Decision Trees—0
FedTrees: A Novel Computation-Communication Efficient Federated Learning Framework Investigated in Smart Grids—0
Fault Prognosis in Particle Accelerator Power Electronics Using Ensemble Learning—0
Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification—0
DEFT: Diverse Ensembles for Fast Transfer in Reinforcement Learning—0
Employing Deep Ensemble Learning for Improving the Security of Computer Networks against Adversarial Attacks—0
A Bibliographic View on Constrained ClusteringCode0
Improving Accuracy and Explainability of Online Handwriting RecognitionCode0
Defend Data Poisoning Attacks on Voice Authentication—0
AILAB-Udine@SMM4H 22: Limits of Transformers and BERT Ensembles—0
A Case Study on the Classification of Lost Circulation Events During Drilling using Machine Learning Techniques on an Imbalanced Large Dataset—0
Deep Multi-Scale Representation Learning with Attention for Automatic Modulation Classification—0
Deep Anomaly Detection and Search via Reinforcement Learning—0
Multiple Descent in the Multiple Random Feature Model—0
A Novel Hybrid Sampling Framework for Imbalanced Learning—0
Prediction of Oral Food Challenge Outcomes via Ensemble Learning—0
RandomSCM: interpretable ensembles of sparse classifiers tailored for omics dataCode0
Liquid State Machine-Empowered Reflection Tracking in RIS-Aided THz Communications—0
Evolutionary bagging for ensemble learningCode0
Ensemble Learning for Efficient VVC Bitrate Ladder Prediction—0
Heterogeneous Ensemble Learning for Enhanced Crash Forecasts -- A Frequentest and Machine Learning based Stacking Framework—0
Semi-supervised Predictive Clustering Trees for (Hierarchical) Multi-label Classification—0
Unsupervised Ensemble Based Deep Learning Approach for Attack Detection in IoT Network—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified