Browse State-of-the-Art › Ensemble Learning › Papers, page 5
Ensemble Learning
Papers archive 2025-07-28
archive papers tagged: 1,207 · with a code link: 317 · where Syntology ran a sample: 21 (17 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (21 of 1,207 tagged: 17 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)
Page 5 of 13: papers 401 to 500 of 1,207, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
-
Retaining and Enhancing Pre-trained Knowledge in Vision-Language Models with Prompt Ensembling10 Dec 2024 0 repositories listed
-
Dense Cross-Connected Ensemble Convolutional Neural Networks for Enhanced Model Robustness9 Dec 2024 0 repositories listed
-
AI-Driven Non-Invasive Detection and Staging of Steatosis in Fatty Liver Disease Using a Novel Cascade Model and Information Fusion Techniques6 Dec 2024 0 repositories listed
-
Embedded Machine Learning for Solar PV Power Regulation in a Remote Microgrid2 Dec 2024 0 repositories listed
-
Probabilistic Prediction of Ship Maneuvering Motion using Ensemble Learning with Feedforward Neural Networks30 Nov 2024 0 repositories listed
-
From Machine Learning to Machine Unlearning: Complying with GDPR's Right to be Forgotten while Maintaining Business Value of Predictive Models26 Nov 2024 0 repositories listed
-
Task Progressive Curriculum Learning for Robust Visual Question Answering26 Nov 2024 0 repositories listed
-
Efficient pooling of predictions via kernel embeddings25 Nov 2024 0 repositories listed
-
Multi-Token Enhancing for Vision Representation Learning24 Nov 2024 0 repositories listed
-
Defective Edge Detection Using Cascaded Ensemble Canny Operator22 Nov 2024 0 repositories listed
-
Noise-Aware Ensemble Learning for Efficient Radar Modulation Recognition22 Nov 2024 0 repositories listed
-
FedCL-Ensemble Learning: A Framework of Federated Continual Learning with Ensemble Transfer Learning Enhanced for Alzheimer's MRI Classifications while Preserving Privacy15 Nov 2024 0 repositories listed
-
LoRA-LiteE: A Computationally Efficient Framework for Chatbot Preference-Tuning15 Nov 2024 0 repositories listed
-
EEG-Based Speech Decoding: A Novel Approach Using Multi-Kernel Ensemble Diffusion Models14 Nov 2024 0 repositories listed
-
An Explainable Machine Learning Approach for Age and Gender Estimation in Living Individuals Using Dental Biometrics12 Nov 2024 0 repositories listed
-
Input-Based Ensemble-Learning Method for Dynamic Memory Configuration of Serverless Computing Functions12 Nov 2024 0 repositories listed
-
Ensemble Learning for Microbubble Localization in Super-Resolution Ultrasound11 Nov 2024 0 repositories listed
-
Optimized Quality of Service prediction in FSO Links over South Africa using Ensemble Learning11 Nov 2024 0 repositories listed
-
MBL-CPDP: A Multi-objective Bilevel Method for Cross-Project Defect Prediction via Automated Machine Learning10 Nov 2024 0 repositories listed
-
An Experimental Study on Decomposition-Based Deep Ensemble Learning for Traffic Flow Forecasting6 Nov 2024 0 repositories listed
-
A Natural Language Processing Approach to Support Biomedical Data Harmonization: Leveraging Large Language Models5 Nov 2024 0 repositories listed
-
Blending Ensemble for Classification with Genetic-algorithm generated Alpha factors and Sentiments (GAS)5 Nov 2024 0 repositories listed
-
Behavioral Sequence Modeling with Ensemble Learning4 Nov 2024 0 repositories listed
-
Enriching Tabular Data with Contextual LLM Embeddings: A Comprehensive Ablation Study for Ensemble Classifiers3 Nov 2024 0 repositories listed
-
Ratio law: mathematical descriptions for a universal relationship between AI performance and input samples1 Nov 2024 0 repositories listed
-
Enhancing binary classification: A new stacking method via leveraging computational geometry30 Oct 2024 0 repositories listed
-
Ensemble learning of the atrial fiber orientation with physics-informed neural networks30 Oct 2024 0 repositories listed
-
LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation28 Oct 2024 0 repositories listed
-
Less is More: Extreme Gradient Boost Rank-1 Adaption for Efficient Finetuning of LLMs25 Oct 2024 0 repositories listed
-
Inherently Interpretable Tree Ensemble Learning24 Oct 2024 0 repositories listed
-
Robust and Explainable Depression Identification from Speech Using Vowel-Based Ensemble Learning Approaches23 Oct 2024 0 repositories listed
-
Can Large Language Models Act as Ensembler for Multi-GNNs?22 Oct 2024 0 repositories listed
-
DROP: Distributional and Regular Optimism and Pessimism for Reinforcement Learning22 Oct 2024 0 repositories listed
-
FedPAE: Peer-Adaptive Ensemble Learning for Asynchronous and Model-Heterogeneous Federated Learning17 Oct 2024 0 repositories listed
-
A low complexity contextual stacked ensemble-learning approach for pedestrian intent prediction16 Oct 2024 0 repositories listed
-
RAFA-Net: Region Attention Network For Food Items And Agricultural Stress Recognition16 Oct 2024 0 repositories listed
-
A Human-Centered Approach for Improving Supervised Learning14 Oct 2024 0 repositories listed
-
Tübingen-CL at SemEval-2024 Task 1:Ensemble Learning for Semantic Relatedness Estimation14 Oct 2024 0 repositories listed
-
Bank Loan Prediction Using Machine Learning Techniques11 Oct 2024 0 repositories listed
-
Diverse Deep Feature Ensemble Learning for Omni-Domain Generalized Person Re-identification11 Oct 2024 0 repositories listed
-
MOZART: Ensembling Approach for COVID-19 Detection using Chest X-Ray Imagery11 Oct 2024 0 repositories listed
-
Towards Trustworthy Web Attack Detection: An Uncertainty-Aware Ensemble Deep Kernel Learning Model10 Oct 2024 0 repositories listed
-
AdaMemento: Adaptive Memory-Assisted Policy Optimization for Reinforcement Learning6 Oct 2024 0 repositories listed
-
Ethio-Fake: Cutting-Edge Approaches to Combat Fake News in Under-Resourced Languages Using Explainable AI3 Oct 2024 0 repositories listed
-
PFGuard: A Generative Framework with Privacy and Fairness Safeguards3 Oct 2024 0 repositories listed
-
Remaining Useful Life Prediction for Batteries Utilizing an Explainable AI Approach with a Predictive Application for Decision-Making26 Sep 2024 0 repositories listed
-
Grading and Anomaly Detection for Automated Retinal Image Analysis using Deep Learning25 Sep 2024 0 repositories listed
-
Multilingual Transfer and Domain Adaptation for Low-Resource Languages of Spain24 Sep 2024 0 repositories listed
-
Choose the Final Translation from NMT and LLM hypotheses Using MBR Decoding: HW-TSC's Submission to the WMT24 General MT Shared Task23 Sep 2024 0 repositories listed
-
HW-TSC's Submission to the CCMT 2024 Machine Translation Tasks23 Sep 2024 0 repositories listed
-
Improving Academic Skills Assessment with NLP and Ensemble Learning23 Sep 2024 0 repositories listed
-
An Instance-based Plus Ensemble Learning Method for Classification of Scientific Papers21 Sep 2024 0 repositories listed
-
Enhancing Printed Circuit Board Defect Detection through Ensemble Learning14 Sep 2024 0 repositories listed
-
DVS: Blood cancer detection using novel CNN-based ensemble approach12 Sep 2024 0 repositories listed
-
Randomized Spline Trees for Functional Data Classification: Theory and Application to Environmental Time Series12 Sep 2024 0 repositories listed
-
Dividable Configuration Performance Learning11 Sep 2024 0 repositories listed
-
Automate Strategy Finding with LLM in Quant Investment10 Sep 2024 0 repositories listed
-
Enhancing Skin Lesion Diagnosis with Ensemble Learning6 Sep 2024 0 repositories listed
-
Addressing the Gaps in Early Dementia Detection: A Path Towards Enhanced Diagnostic Models through Machine Learning5 Sep 2024 0 repositories listed
-
OpenFact at CheckThat! 2024: Combining Multiple Attack Methods for Effective Adversarial Text Generation4 Sep 2024 0 repositories listed
-
Uncertainty Quantification Using Ensemble Learning and Monte Carlo Sampling for Performance Prediction and Monitoring in Cell Culture Processes3 Sep 2024 0 repositories listed
-
Enhancing Customer Churn Prediction in Telecommunications: An Adaptive Ensemble Learning Approach29 Aug 2024 0 repositories listed
-
Enhancing Intrusion Detection in IoT Environments: An Advanced Ensemble Approach Using Kolmogorov-Arnold Networks28 Aug 2024 0 repositories listed
-
Estimating Uncertainty with Implicit Quantile Network26 Aug 2024 0 repositories listed
-
Identifying Technical Debt and Its Types Across Diverse Software Projects Issues17 Aug 2024 0 repositories listed
-
Ranking and Combining Latent Structured Predictive Scores without Labeled Data14 Aug 2024 0 repositories listed
-
Uncertainty Quantification in Alzheimer's Disease Progression Modeling13 Aug 2024 0 repositories listed
-
A Methodological Report on Anomaly Detection on Dynamic Knowledge Graphs12 Aug 2024 0 repositories listed
-
Ensemble BERT: A student social network text sentiment classification model based on ensemble learning and BERT architecture9 Aug 2024 0 repositories listed
-
Decorrelating Structure via Adapters Makes Ensemble Learning Practical for Semi-supervised Learning8 Aug 2024 0 repositories listed
-
Achieving More with Less: A Tensor-Optimization-Powered Ensemble Method6 Aug 2024 0 repositories listed
-
A multi-task deep learning approach for lane-level pavement performance prediction with segment-level data4 Aug 2024 0 repositories listed
-
Towards Open-Set Myoelectric Gesture Recognition via Dual-Perspective Inconsistency Learning29 Jul 2024 0 repositories listed
-
Regularized Multi-Decoder Ensemble for an Error-Aware Scene Representation Network26 Jul 2024 0 repositories listed
-
Automated Ensemble Multimodal Machine Learning for Healthcare25 Jul 2024 0 repositories listed
-
Enhancing Eye Disease Diagnosis with Deep Learning and Synthetic Data Augmentation25 Jul 2024 0 repositories listed
-
Development of Multistage Machine Learning Classifier using Decision Trees and Boosting Algorithms over Darknet Network Traffic22 Jul 2024 0 repositories listed
-
Compound Expression Recognition via Multi Model Ensemble for the ABAW7 Challenge17 Jul 2024 0 repositories listed
-
Stacking-Enhanced Bagging Ensemble Learning for Breast Cancer Classification with CNN15 Jul 2024 0 repositories listed
-
Robust and Explainable Framework to Address Data Scarcity in Diagnostic Imaging9 Jul 2024 0 repositories listed
-
Comparing Feature-based and Context-aware Approaches to PII Generalization Level Prediction3 Jul 2024 0 repositories listed
-
ISWSST: Index-space-wave State Superposition Transformers for Multispectral Remotely Sensed Imagery Semantic Segmentation3 Jul 2024 0 repositories listed
-
The More the Merrier? Navigating Accuracy vs. Energy Efficiency Design Trade-Offs in Ensemble Learning Systems3 Jul 2024 0 repositories listed
-
Ensemble of pre-trained language models and data augmentation for hate speech detection from Arabic tweets2 Jul 2024 0 repositories listed
-
Combinations of distributional regression algorithms with application in uncertainty estimation of corrected satellite precipitation products29 Jun 2024 0 repositories listed
-
AuthAttLyzer-V2: Unveiling Code Authorship Attribution using Enhanced Ensemble Learning Models & Generating Benchmark Dataset28 Jun 2024 0 repositories listed
-
CombAlign: Enhancing Model Expressiveness in Unsupervised Graph Alignment19 Jun 2024 0 repositories listed
-
Learning Traffic Crashes as Language: Datasets, Benchmarks, and What-if Causal Analyses16 Jun 2024 0 repositories listed
-
Deep Learning Models to Automate the Scoring of Hand Radiographs for Rheumatoid Arthritis14 Jun 2024 0 repositories listed
-
Scalable Training of Trustworthy and Energy-Efficient Predictive Graph Foundation Models for Atomistic Materials Modeling: A Case Study with HydraGNN12 Jun 2024 0 repositories listed
-
AI-Driven Predictive Analytics Approach for Early Prognosis of Chronic Kidney Disease Using Ensemble Learning and Explainable AI10 Jun 2024 0 repositories listed
-
An Information Compensation Framework for Zero-Shot Skeleton-based Action Recognition2 Jun 2024 0 repositories listed
-
Adaptive boosting with dynamic weight adjustment1 Jun 2024 0 repositories listed
-
Ensemble Model With Bert,Roberta and Xlnet For Molecular property prediction30 May 2024 0 repositories listed
-
Towards a Probabilistic Fusion Approach for Robust Battery Prognostics24 May 2024 0 repositories listed
-
Direct Preference Optimization With Unobserved Preference Heterogeneity23 May 2024 0 repositories listed
-
Green AI in Action: Strategic Model Selection for Ensembles in Production21 May 2024 0 repositories listed
-
Improving Label Error Detection and Elimination with Uncertainty Quantification15 May 2024 0 repositories listed
-
Spatial Impulse Response Analysis and Ensemble Learning for Efficient Precision Level Sensing13 May 2024 0 repositories listed
-
AFEN: Respiratory Disease Classification using Ensemble Learning8 May 2024 0 repositories listed