A Bilevel Optimization Framework for Imbalanced Data Classification

15 October 2024

Papers citing "A Bilevel Optimization Framework for Imbalanced Data Classification"

9 / 9 papers shown

Title
Toward Robustness in Multi-label Classification: A Data Augmentation Strategy against Imbalance and Noise Hwanjun Song Minseok Kim Jae-Gil Lee 82 10 0 12 Dec 2023
Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization Alejandro Rosales-Pérez S. García Francisco Herrera 62 17 0 21 Apr 2022
AutoBalance: Optimized Loss Functions for Imbalanced Data Mingchen Li Xuechen Zhang Christos Thrampoulidis Jiasi Chen Samet Oymak 56 68 0 04 Jan 2022
SMOTified-GAN for class imbalanced pattern classification problems Anuraganand Sharma P. K. Singh Rohitash Chandra 64 77 0 06 Aug 2021
Image-Level or Object-Level? A Tale of Two Resampling Strategies for Long-Tailed Detection Nadine Chang Zhiding Yu Yu-Xiong Wang Anima Anandkumar Sanja Fidler J. Álvarez 91 39 0 12 Apr 2021
Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters Jelena Luketina Mathias Berglund Klaus Greff T. Raiko 65 174 0 20 Nov 2015
Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data Salman H. Khan Munawar Hayat Bennamoun Ferdous Sohel R. Togneri 74 885 0 14 Aug 2015
Challenges of Big Data Analysis Jianqing Fan Fang Han Han Liu 138 1,287 0 07 Aug 2013
SMOTE: Synthetic Minority Over-sampling Technique Nitesh Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 388 25,691 0 09 Jun 2011