SOTAVerified

Ensemble Learning

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 1207 papers

TitleStatusHype
The Universality Lens: Why Even Highly Over-Parametrized Models Learn Well—0
The cost of ensembling: is it always worth combining?—0
Softlog-Softmax Layers and Divergences Contribute to a Computationally Dependable Ensemble Learning—0
Ensemble-MIX: Enhancing Sample Efficiency in Multi-Agent RL Using Ensemble Methods—0
A SHAP-based explainable multi-level stacking ensemble learning method for predicting the length of stay in acute stroke—0
EL4NER: Ensemble Learning for Named Entity Recognition via Multiple Small-Parameter Large Language Models—0
Leveraging Cascaded Binary Classification and Multimodal Fusion for Dementia Detection through Spontaneous Speech—0
Bayesian ensemble learning for predicting health outcomes of multipollutant mixtures—0
LengthLogD: A Length-Stratified Ensemble Framework for Enhanced Peptide Lipophilicity Prediction via Multi-Scale Feature Integration—0
Domain Adaptive Skin Lesion Classification via Conformal Ensemble of Vision Transformers—0
iBitter-Stack: A Multi-Representation Ensemble Learning Model for Accurate Bitter Peptide IdentificationCode0
Bayesian Ensembling: Insights from Online Optimization and Empirical BayesCode0
High-Dimensional Analysis of Bootstrap Ensemble Classifiers—0
Model Selection for Gaussian-gated Gaussian Mixture of Experts Using Dendrograms of Mixing Measures—0
CheX-DS: Improving Chest X-ray Image Classification with Ensemble Learning Based on DenseNet and Swin Transformer—0
EMORL: Ensemble Multi-Objective Reinforcement Learning for Efficient and Flexible LLM Fine-TuningCode0
EnsembleCI: Ensemble Learning for Carbon Intensity ForecastingCode0
A Self-Supervised Transformer for Unusable Shared Bike Detection—0
An introduction to R package `mvs`—0
An island-parallel ensemble metaheuristic algorithm for large graph coloring problems—0
Enhancing Cocoa Pod Disease Classification via Transfer Learning and Ensemble Methods: Toward Robust Predictive Modeling—0
Mamba-Based Ensemble learning for White Blood Cell ClassificationCode0
Epistemic Uncertainty-aware Recommendation Systems via Bayesian Deep Ensemble Learning—0
TokenFocus-VQA: Enhancing Text-to-Image Alignment with Position-Aware Focus and Multi-Perspective Aggregations on LVLMs—0
NAPER: Fault Protection for Real-Time Resource-Constrained Deep Neural Networks—0
Machine Learning Solutions Integrated in an IoT Healthcare Platform for Heart Failure Risk Stratification—0
Deep Ensembling of Multiband Images for Earth Remote Sensing and Foramnifera DataCode0
A Unified Virtual Mixture-of-Experts Framework:Enhanced Inference and Hallucination Mitigation in Single-Model System—0
A Data Balancing and Ensemble Learning Approach for Credit Card Fraud Detection—0
Asset price movement prediction using empirical mode decomposition and Gaussian mixture models—0
Centroid Decision Forest—0
Adapt, Agree, Aggregate: Semi-Supervised Ensemble Labeling for Graph Convolutional Networks—0
AI-Powered Prediction of Nanoparticle Pharmacokinetics: A Multi-View Learning Approach—0
UMB@PerAnsSumm 2025: Enhancing Perspective-Aware Summarization with Prompt Optimization and Supervised Fine-Tuning—0
Ensemble Learning for Large Language Models in Text and Code Generation: A Survey—0
Sparse identification of nonlinear dynamics with high accuracy and reliability under noisy conditions for applications to industrial systems—0
In-Model Merging for Enhancing the Robustness of Medical Imaging Classification Models—0
Dam Volume Prediction Model Development Using ML Algorithms—0
AutoML for Multi-Class Anomaly Compensation of Sensor DriftCode0
High-fidelity Multiphysics Modelling for Rapid Predictions Using Physics-informed Parallel Neural Operator—0
Weakly Supervised Pixel-Level Annotation with Visual Interpretability—0
A Defensive Framework Against Adversarial Attacks on Machine Learning-Based Network Intrusion Detection Systems—0
Daily Land Surface Temperature Reconstruction in Landsat Cross-Track Areas Using Deep Ensemble Learning With Uncertainty Quantification—0
Rethinking Spiking Neural Networks from an Ensemble Learning Perspective—0
Financial fraud detection system based on improved random forest and gradient boosting machine (GBM)—0
Reducing false positives in strong lens detection through effective augmentation and ensemble learning—0
QUAD-LLM-MLTC: Large Language Models Ensemble Learning for Healthcare Text Multi-Label Classification—0
Dynamic Activation with Knowledge Distillation for Energy-Efficient Spiking NN Ensembles—0
Multi-vision-based Picking Point Localisation of Target Fruit for Harvesting Robots—0
Minima Possible Weights: A Homogenous Deep Ensemble Method for Cross-Subject Motor Imagery ClassificationCode0
Show:102550
← PrevPage 3 of 25Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified