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Ensemble Learning

Papers

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Showing 701–750 of 1207 papers

TitleStatusHype
Generalized Funnelling: Ensemble Learning and Heterogeneous Document Embeddings for Cross-Lingual Text ClassificationCode0
Generating Explainable Rule Sets from Tree-Ensemble Learning Methods by Answer Set ProgrammingCode0
Reliable Neural Networks for Regression Uncertainty Estimation—0
Connecting Low-Loss Subspace for Personalized Federated LearningCode1
Choquet Integral and Coalition Game-based Ensemble of Deep Learning Models for COVID-19 Screening from Chest X-ray ImagesCode1
FHAC at GermEval 2021: Identifying German toxic, engaging, and fact-claiming comments with ensemble learningCode0
Segmentation of turbulent computational fluid dynamics simulations with unsupervised ensemble learningCode0
Under-bagging Nearest Neighbors for Imbalanced Classification—0
FADE: FAir Double Ensemble Learning for Observable and Counterfactual OutcomesCode0
Asynchronous Federated Learning for Sensor Data with Concept Drift—0
Automatic Preprocessing and Ensemble Learning for Low Quality Cell Image Segmentation—0
Survival Prediction of Heart Failure Patients using Stacked Ensemble Machine Learning Algorithm—0
Identification of the Resting Position Based on EGG, ECG, Respiration Rate and SpO2 Using Stacked Ensemble Learning—0
Evolutionary Ensemble Learning for Multivariate Time Series Prediction—0
Ensemble of CNN classifiers using Sugeno Fuzzy Integral Technique for Cervical Cytology Image Classification—0
Transfer-Recursive-Ensemble Learning for Multi-Day COVID-19 Prediction in India using Recurrent Neural Networks—0
Cascade Bagging for Accuracy Prediction with Few Training SamplesCode0
Efficient Majority Voting in Digital Hardware—0
Auxiliary Class Based Multiple Choice Learning—0
Detecting Requirements Smells With Deep Learning: Experiences, Challenges and Future Work—0
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense—0
Combining Machine Learning Classifiers for Stock Trading with Effective Feature ExtractionCode0
Ensemble Learning For Mega Man Level Generation—0
Ensemble-based Uncertainty Quantification: Bayesian versus Credal Inference—0
Checkovid: A COVID-19 misinformation detection system on Twitter using network and content mining perspectives—0
Algorithm Selection on a Meta LevelCode0
Machine Learning-Based Empirical Investigation for Credit Scoring in Vietnam’s Banking—0
A Data-driven feature selection and machine-learning model benchmark for the prediction of longitudinal dispersion coefficient—0
SA-GD: Improved Gradient Descent Learning Strategy with Simulated Annealing—0
Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation—0
DiCOVA-Net: Diagnosing COVID-19 using Acoustics based on Deep Residual Network for the DiCOVA Challenge 2021—0
Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning for Semantic Code SearchCode1
Dealing with Adversarial Player Strategies in the Neural Network Game iNNk through Ensemble Learning—0
fMBN-E: Efficient Unsupervised Network Structure Ensemble and Selection for Clustering—0
DebiasedDTA: A Framework for Improving the Generalizability of Drug-Target Affinity Prediction ModelsCode0
Scene-aware Learning Network for Radar Object Detection—0
Ensemble Learning-Based Approach for Improving Generalization Capability of Machine Reading Comprehension Systems—0
Recognizing Facial Expressions in the Wild using Multi-Architectural Representations based Ensemble Learning with Distillation—0
Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic SparsityCode1
Semi-Supervised Deep Ensembles for Blind Image Quality AssessmentCode0
SHINRA2020-ML: Categorizing 30-language Wikipedia into fine-grained NE based on "``Resource by Collaborative Contribution" scheme—0
Boosting Ensemble Accuracy by Revisiting Ensemble Diversity MetricsCode0
A Dataset-Level Geometric Framework for Ensemble Classifiers—0
LENAS: Learning-based Neural Architecture Search and Ensemble for 3D Radiotherapy Dose PredictionCode0
Time Series Anomaly Detection with label-free Model Selection—0
Cocktail: Leveraging Ensemble Learning for Optimized Model Serving in Public Cloud—0
Loss function based second-order Jensen inequality and its application to particle variational inference—0
EnMcGAN: Adversarial Ensemble Learning for 3D Complete Renal Structures Segmentation—0
Virtual Screening of Pharmaceutical Compounds with hERG Inhibitory Activity (Cardiotoxicity) using Ensemble Learning—0
Gradient Boosted Binary Histogram Ensemble for Large-scale Regression—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified