"imbalanced classification" Papers

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Concentration and excess risk bounds for imbalanced classification with synthetic oversampling

Touqeer Ahmad, Mohammadreza Mousavi Kalan, François Portier et al.

NEURIPS 2025arXiv:2510.20472
1
citations

QuanDA: Quantile-Based Discriminant Analysis for High-Dimensional Imbalanced Classification

Qian Tang, Yuwen Gu, Boxiang Wang

NEURIPS 2025

Leverage Class-Specific Accuracy to Guide Data Generation for Improving Image Classification

Jay Gala, Pengtao Xie

ICML 2024

Rebalancing Using Estimated Class Distribution for Imbalanced Semi-Supervised Learning under Class Distribution Mismatch

Taemin Park, Hyuck Lee, Heeyoung Kim

ECCV 2024
1
citations

Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning

Chengcheng Ma, Ismail Elezi, Jiankang Deng et al.

AAAI 2024paperarXiv:2312.15702
16
citations