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imbalanced classification

83 papers

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class imbalance (18) text classification (8) stochastic optimization (8) long-tailed distribution (7) data augmentation (7) auc maximization (6) imbalanced data (5) minority class (5) imbalanced learning (5) loss function (5)

Papers

Disguise Adversarial Networks for Click-through Rate Prediction IJCAI 2017 QUB at SemEval-2017 Task 6: Cascaded Imbalanced Classification for Humor Analysis in Twitter SemEval 2017 Classification of Imbalanced Data with a Geometric Digraph Family JMLR 2016 Sample-Specific SVM Learning for Person Re-Identification CVPR 2016 Stochastic Online AUC Maximization NeurIPS 2016 Absent Data Generating Classifier for Imbalanced Class Sizes JMLR 2015 Detecting Click Fraud in Online Advertising: A Data Mining Approach JMLR 2014 Revised Loss Bounds for the Set Covering Machine and Sample-Compression Loss Bounds for Imbalanced Data JMLR 2007