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Ensemble Learning

Papers

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Showing 251–300 of 1207 papers

TitleStatusHype
LLM-Powered Ensemble Learning for Paper Source Tracing: A GPU-Free ApproachCode0
E-QUARTIC: Energy Efficient Edge Ensemble of Convolutional Neural Networks for Resource-Optimized LearningCode0
Randomized Spline Trees for Functional Data Classification: Theory and Application to Environmental Time Series—0
DVS: Blood cancer detection using novel CNN-based ensemble approach—0
DDEvENet: Evidence-based Ensemble Learning for Uncertainty-aware Brain Parcellation Using Diffusion MRICode0
Dividable Configuration Performance Learning—0
Automate Strategy Finding with LLM in Quant Investment—0
HybridFC: A Hybrid Fact-Checking Approach for Knowledge GraphsCode0
Enhancing Skin Lesion Diagnosis with Ensemble Learning—0
Addressing the Gaps in Early Dementia Detection: A Path Towards Enhanced Diagnostic Models through Machine Learning—0
Text-Guided Mixup Towards Long-Tailed Image CategorizationCode0
OpenFact at CheckThat! 2024: Combining Multiple Attack Methods for Effective Adversarial Text Generation—0
Uncertainty Quantification Using Ensemble Learning and Monte Carlo Sampling for Performance Prediction and Monitoring in Cell Culture Processes—0
Enhancing Customer Churn Prediction in Telecommunications: An Adaptive Ensemble Learning Approach—0
Enhancing Intrusion Detection in IoT Environments: An Advanced Ensemble Approach Using Kolmogorov-Arnold Networks—0
Estimating Uncertainty with Implicit Quantile Network—0
Pedestrian Attribute Recognition: A New Benchmark Dataset and A Large Language Model Augmented FrameworkCode0
Identifying Technical Debt and Its Types Across Diverse Software Projects Issues—0
Ranking and Combining Latent Structured Predictive Scores without Labeled Data—0
Uncertainty Quantification in Alzheimer's Disease Progression Modeling—0
A Methodological Report on Anomaly Detection on Dynamic Knowledge Graphs—0
Ensemble BERT: A student social network text sentiment classification model based on ensemble learning and BERT architecture—0
Decorrelating Structure via Adapters Makes Ensemble Learning Practical for Semi-supervised Learning—0
Achieving More with Less: A Tensor-Optimization-Powered Ensemble Method—0
Network Fission Ensembles for Low-Cost Self-EnsemblesCode0
Low-Cost Self-Ensembles Based on Multi-Branch Transformation and Grouped ConvolutionCode0
A multi-task deep learning approach for lane-level pavement performance prediction with segment-level data—0
Towards Open-Set Myoelectric Gesture Recognition via Dual-Perspective Inconsistency Learning—0
Regularized Multi-Decoder Ensemble for an Error-Aware Scene Representation Network—0
Automated Ensemble Multimodal Machine Learning for Healthcare—0
Enhancing Eye Disease Diagnosis with Deep Learning and Synthetic Data Augmentation—0
Uncertainty-Based Ensemble Learning For Speech ClassificationCode0
Development of Multistage Machine Learning Classifier using Decision Trees and Boosting Algorithms over Darknet Network Traffic—0
Compound Expression Recognition via Multi Model Ensemble for the ABAW7 Challenge—0
Stacking-Enhanced Bagging Ensemble Learning for Breast Cancer Classification with CNN—0
Robust and Explainable Framework to Address Data Scarcity in Diagnostic Imaging—0
Across-subject ensemble-learning alleviates the need for large samples for fMRI decodingCode0
The More the Merrier? Navigating Accuracy vs. Energy Efficiency Design Trade-Offs in Ensemble Learning Systems—0
ISWSST: Index-space-wave State Superposition Transformers for Multispectral Remotely Sensed Imagery Semantic Segmentation—0
Comparing Feature-based and Context-aware Approaches to PII Generalization Level Prediction—0
Ensemble of pre-trained language models and data augmentation for hate speech detection from Arabic tweets—0
Comparative Evaluation of Learning Models for Bionic Robots: Non-Linear Transfer Function IdentificationsCode0
Combinations of distributional regression algorithms with application in uncertainty estimation of corrected satellite precipitation products—0
AuthAttLyzer-V2: Unveiling Code Authorship Attribution using Enhanced Ensemble Learning Models & Generating Benchmark Dataset—0
Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task LearningCode0
CombAlign: Enhancing Model Expressiveness in Unsupervised Graph Alignment—0
Symmetric Multi-Similarity Loss for EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2024Code0
Learning Traffic Crashes as Language: Datasets, Benchmarks, and What-if Causal Analyses—0
Deep Learning Models to Automate the Scoring of Hand Radiographs for Rheumatoid Arthritis—0
Unraveling Code-Mixing Patterns in Migration Discourse: Automated Detection and Analysis of Online Conversations on RedditCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DCFAccuracy0.98—Unverified