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unlabeled sample

11 papers

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semi-supervised learning (4) erm (2) generalization bound (2) transfer learning (2) distribution mismatch (1) model prediction (1) label query (1) active domain adaptation (1) spurious association (1) activation value (1)

Papers

Sample-Optimal Agnostic Boosting with Unlabeled Data ICML 2025 Adapting to Shifting Correlations with Unlabeled Data Calibration ECCV 2024 Category-Aware Active Domain Adaptation ICML 2024 Discovering Bias in Latent Space: An Unsupervised Debiasing Approach ICML 2024 Rethinking Guidance Information to Utilize Unlabeled Samples: A Label Encoding Perspective ICML 2024 Early Stopping Based on Unlabeled Samples in Text Classification ACL 2022 Multi-Class Learning using Unlabeled Samples: Theory and Algorithm IJCAI 2019 Hierarchical Label Queries with Data-Dependent Partitions COLT 2015 Adding Unlabeled Samples to Categories by Learned Attributes CVPR 2013 The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers NeurIPS 2011 Transfer Learning by Distribution Matching for Targeted Advertising NeurIPS 2008