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imbalanced classification

learning classifier from class-imbalanced data

Papers

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Showing 61–70 of 211 papers

Title	Date	Tasks	Status	Hype	Score
Deep Reinforcement Learning for Imbalanced Classification	Jan 5, 2019	ClassificationDecision Making	CodeCode Available	0	5
Deep Reinforcement Learning for Multi-class Imbalanced Training	May 24, 2022	Deep Reinforcement Learningimbalanced classification	CodeCode Available	0	5
Imbalance-XGBoost: Leveraging Weighted and Focal Losses for Binary Label-Imbalanced Classification with XGBoost	Aug 5, 2019	Binary ClassificationClassification	CodeCode Available	0	5
An Empirical Analysis of the Efficacy of Different Sampling Techniques for Imbalanced Classification	Aug 25, 2022	imbalanced classification	CodeCode Available	0	5
Balancing the Scales: Reinforcement Learning for Fair Classification	Jul 15, 2024	ClassificationFairness	CodeCode Available	0	5
A Linkage-based Doubly Imbalanced Graph Learning Framework for Face Clustering	Jul 6, 2021	ClusteringFace Clustering	CodeCode Available	0	5
HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques	Mar 29, 2022	imbalanced classification	CodeCode Available	0	5
ECGN: A Cluster-Aware Approach to Graph Neural Networks for Imbalanced Classification	Oct 15, 2024	imbalanced 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
Dist Loss: Enhancing Regression in Few-Shot Region through Distribution Distance Constraint	Nov 20, 2024	Deep Learningimbalanced classification	CodeCode Available	0	5

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