LearningImbalancedDatasetswith Label-Distribution-AwareMarginLoss

Feb-12-2026, 09:12:42 GMT–Neural Information Processing Systems

First, we propose a theoretically-principled label-distribution-aware margin (LDAM) loss motivated by minimizing a margin-based generalization bound.

artificial intelligence, arxivpreprintarxiv, machine learning, (15 more...)

Neural Information Processing Systems

Feb-12-2026, 09:12:42 GMT

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Country:
- North America
  - Canada > British Columbia
    - Metro Vancouver Regional District > Vancouver (0.04)
  - United States > California
    - Santa Clara County > Palo Alto (0.05)

Technology:
- Information Technology > Artificial Intelligence > Machine Learning
  - Neural Networks (1.00)
  - Statistical Learning (0.69)

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Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss

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