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imbalanced classification

learning classifier from class-imbalanced data

Papers

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Showing 151–175 of 211 papers

TitleStatusHype
GMOTE: Gaussian based minority oversampling technique for imbalanced classification adapting tail probability of outliers—0
A Minimax Probability Machine for Non-Decomposable Performance Measures—0
Provably Training Overparameterized Neural Network Classifiers with Non-convex Constraints—0
ReMix: Calibrated Resampling for Class Imbalance in Deep learning—0
Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts—0
Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study—0
Stochastic Hard Thresholding Algorithms for AUC MaximizationCode0
Nonlinear Monte Carlo Method for Imbalanced Data Learning—0
Oversampling Tabular Data with Deep Generative Models: Is it worth the effort?—0
Weakly Supervised-Based Oversampling for High Imbalance and High Dimensionality Data Classification—0
Online AUC Optimization for Sparse High-Dimensional DatasetsCode0
Variational Disentanglement for Rare Event ModelingCode0
Towards Stable Imbalanced Data Classification via Virtual Big Data Projection—0
Counterfactual-based minority oversampling for imbalanced classification—0
Follow the bisector: a simple method for multi-objective optimizationCode0
Meta-Learning for One-Class Classification with Few Examples using Order-Equivariant NetworkCode0
Hashing-Based Undersampling Ensemble for Imbalanced Pattern Classification ProblemsCode0
Class-Weighted Classification: Trade-offs and Robust ApproachesCode0
Minority Class Oversampling for Tabular Data with Deep Generative Models—0
MNIST-MIX: A Multi-language Handwritten Digit Recognition DatasetCode0
Deep Synthetic Minority Over-Sampling Technique—0
CNN-based Repetitive self-revised learning for photos' aesthetics imbalanced classification—0
Imbalanced classification: a paradigm-based review—0
Infrequent adverse event prediction in low carbon energy production using machine learning—0
Smart Data driven Decision Trees Ensemble Methodology for Imbalanced Big Data—0
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