cluster assumption

Probability-Density-aware Semi-supervised Learning AAAI 2025 Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation AAAI 2023 Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning COLING 2022 Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image Classification CVPR 2021 Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation ICCV 2019 A DIRT-T Approach to Unsupervised Domain Adaptation ICLR 2018 Joint Harmonic Functions and Their Supervised Connections JMLR 2013 Learning with Partially Absorbing Random Walks NeurIPS 2012 Semi-supervised Learning using Sparse Eigenfunction Bases NeurIPS 2009 Semi-supervised Learning with Weakly-Related Unlabeled Data : Towards Better Text Categorization NeurIPS 2008 Generalization Error Bounds in Semi-supervised Classification Under the Cluster Assumption JMLR 2007 The Value of Labeled and Unlabeled Examples when the Model is Imperfect NeurIPS 2007