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imbalanced classification

learning classifier from class-imbalanced data

Papers

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Showing 31–40 of 211 papers

Title	Date	Tasks	Status	Hype	Score
Self-paced Ensemble for Highly Imbalanced Massive Data Classification	Sep 8, 2019	ClassificationGeneral Classification	CodeCode Available	1	5
Debiased Learning from Naturally Imbalanced Pseudo-Labels	Jan 5, 2022	counterfactualCounterfactual Reasoning	CodeCode Available	1	5
AdaCC: Cumulative Cost-Sensitive Boosting for Imbalanced Classification	Sep 17, 2022	Classificationimbalanced classification	CodeCode Available	0	5
Follow the bisector: a simple method for multi-objective optimization	Jul 14, 2020	imbalanced classificationMulti-Task Learning	CodeCode Available	0	5
A Mathematics Framework of Artificial Shifted Population Risk and Its Further Understanding Related to Consistency Regularization	Feb 15, 2025	Data Augmentationimbalanced classification	CodeCode Available	0	5
GAT-RWOS: Graph Attention-Guided Random Walk Oversampling for Imbalanced Data Classification	Dec 20, 2024	Graph Attentionimbalanced classification	CodeCode Available	0	5
A statistical theory of overfitting for imbalanced classification	Feb 17, 2025	Classificationimbalanced classification	CodeCode Available	0	5
A Comparative Study of Loss Functions: Traffic Predictions in Regular and Congestion Scenarios	Aug 29, 2023	imbalanced classificationManagement	CodeCode Available	0	5
Feedback-guided Data Synthesis for Imbalanced Classification	Sep 29, 2023	Classificationimbalanced classification	CodeCode Available	0	5
A Linkage-based Doubly Imbalanced Graph Learning Framework for Face Clustering	Jul 6, 2021	ClusteringFace Clustering	CodeCode Available	0	5

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