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imbalanced classification

learning classifier from class-imbalanced data

Papers

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Showing 26–50 of 211 papers

TitleStatusHype
A Multimodal Approach for Fluid Overload Prediction: Integrating Lung Ultrasound and Clinical Data—0
When resampling/reweighting improves feature learning in imbalanced classification?: A toy-model study—0
Ultra-imbalanced classification guided by statistical information—0
Lightweight Transducer Based on Frame-Level CriterionCode0
Covariance-corrected Whitening Alleviates Network Degeneration on Imbalanced Classification—0
All-around Neural Collapse for Imbalanced Classification—0
Balancing the Scales: Reinforcement Learning for Fair ClassificationCode0
Convex space learning for tabular synthetic data generationCode0
Adaptive Parametric ActivationCode2
Conformal Prediction for Class-wise Coverage via Augmented Label Rank CalibrationCode0
Synthetic Oversampling: Theory and A Practical Approach Using LLMs to Address Data ImbalanceCode0
Improving SMOTE via Fusing Conditional VAE for Data-adaptive Noise Filtering—0
OTLP: Output Thresholding Using Mixed Integer Linear Programming—0
Automatic Recognition of Food Ingestion Environment from the AIM-2 Wearable Sensor—0
Robust performance metrics for imbalanced classification problems—0
AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced DatasetsCode1
COMPILED: Deep Metric Learning for Defect Classification of Threaded Pipe Connections using Multichannel Partially Observed Functional Data—0
Selective Mixup Fine-Tuning for Optimizing Non-Decomposable ObjectivesCode0
An Experimental Study on the Rashomon Effect of Balancing Methods in Imbalanced ClassificationCode0
iBRF: Improved Balanced Random Forest ClassifierCode0
Mixture of Mixups for Multi-label Classification of Rare Anuran SoundsCode1
Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification—0
Active Generalized Category DiscoveryCode2
Optimizing for ROC Curves on Class-Imbalanced Data by Training over a Family of Loss FunctionsCode0
Enhancing dysarthria speech feature representation with empirical mode decomposition and Walsh-Hadamard transform—0
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