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Ensemble Learning

Papers

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Showing 451–500 of 1207 papers

TitleStatusHype
Ensemble Reinforcement Learning: A Survey—0
A Step Closer Towards 5G mmWave-based Multipath Positioning in Dense Urban Environments—0
MMA-MRNNet: Harnessing Multiple Models of Affect and Dynamic Masked RNN for Precise Facial Expression Intensity Estimation—0
Prediction of SLAM ATE Using an Ensemble Learning Regression Model and 1-D Global Pooling of Data Characterization—0
Ensemble learning for Physics Informed Neural Networks: a Gradient Boosting approach—0
LightTS: Lightweight Time Series Classification with Adaptive Ensemble Distillation -- Extended VersionCode1
Data-Free Diversity-Based Ensemble Selection For One-Shot Federated Learning in Machine Learning Model MarketCode0
Tree-Based Machine Learning Methods For Vehicle Insurance Claims Size Prediction—0
OMINACS: Online ML-Based IoT Network Attack Detection and Classification System—0
Cluster-based Deep Ensemble Learning for Emotion Classification in Internet Memes—0
Multi-teacher knowledge distillation as an effective method for compressing ensembles of neural networksCode1
Fine-Grained Visual Classification via Internal Ensemble Learning TransformerCode1
Bag of Tricks for In-Distribution Calibration of Pretrained TransformersCode0
Sparse Mutation Decompositions: Fine Tuning Deep Neural Networks with Subspace Evolution—0
A Novel Approach for Auto-Formulation of Optimization ProblemsCode0
SR-Forest: A Genetic Programming based Heterogeneous Ensemble Learning MethodCode1
DivBO: Diversity-aware CASH for Ensemble Learning—0
Mitigating Data Scarcity for Large Language ModelsCode0
Analysis of Biomass Sustainability Indicators from a Machine Learning Perspective—0
Ensemble Learning for Fusion of Multiview Vision with Occlusion and Missing Information: Framework and Evaluations with Real-World Data and Applications in Driver Hand Activity Recognition—0
Towards Inference Efficient Deep Ensemble Learning—0
Adversarial Learning Networks: Source-free Unsupervised Domain Incremental Learning—0
Increasing Fairness via Combination with Learning Guarantees—0
GP-NAS-ensemble: a model for NAS Performance Prediction—0
DeepFEL: Deep Fastfood Ensemble Learning for Histopathology Image Analysis—0
Computational Solar Energy -- Ensemble Learning Methods for Prediction of Solar Power Generation based on Meteorological Parameters in Eastern IndiaCode0
Domain-adapted Learning and Interpretability: DRL for Gas Trading—0
HCE: Improving Performance and Efficiency with Heterogeneously Compressed Neural Network Ensemble—0
A Unified Theory of Diversity in Ensemble LearningCode0
Predictions of photophysical properties of phosphorescent platinum(II) complexes based on ensemble machine learning approach—0
Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection—0
Rumor Classification through a Multimodal Fusion Framework and Ensemble Learning—0
An Ensemble Mobile-Cloud Computing Method for Affordable and Accurate Glucometer Readout—0
An ensemble-based framework for mispronunciation detection of Arabic phonemes—0
Proof of Swarm Based Ensemble Learning for Federated Learning Applications—0
Collective Intelligent Strategy for Improved Segmentation of COVID-19 from CT—0
On Reinforcement Learning for the Game of 2048Code1
Ensemble learning techniques for intrusion detection system in the context of cybersecurity—0
Balanced Split: A new train-test data splitting strategy for imbalanced datasetsCode0
iCub! Do you recognize what I am doing?: multimodal human action recognition on multisensory-enabled iCub robot—0
A New Deep Boosted CNN and Ensemble Learning based IoT Malware Detection—0
Deep Negative Correlation Classification—0
Improving Precancerous Case Characterization via Transformer-based Ensemble Learning—0
MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels—0
Malaria Parasitic Detection using a New Deep Boosted and Ensemble Learning Framework—0
Empirical Asset Pricing via Ensemble Gaussian Process Regression—0
Symphony in the Latent Space: Provably Integrating High-dimensional Techniques with Non-linear Machine Learning Models—0
Overlapping oriented imbalanced ensemble learning method based on projective clustering and stagewise hybrid sampling—0
Context-Aware Ensemble Learning for Time Series—0
DCDetector: An IoT terminal vulnerability mining system based on distributed deep ensemble learning under source code representation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified