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semi-supervised learning

2331 papers

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Also known as

UDA FSSL SS SSGL SSL SEMISL SSSS SSOD SEMI-SL S3VM SSCL

Co-occurring keywords

text classification (6776) domain adaptation (4578) representation learning (6174) data augmentation (3037) semantic segmentation (3179) contrastive learning (3979) pseudo labeling (312) graph neural network (3945) transfer learning (5442) label propagation (185)

Papers

Semi-supervised Learning by Higher Order Regularization AISTATS 2011
Unsupervised Supervised Learning II: Margin-Based Classification without Labels AISTATS 2011
Error Analysis of Laplacian Eigenmaps for Semi-supervised Learning AISTATS 2011
The Manifold Tangent Classifier NIPS 2011
Multiple Instance Filtering NIPS 2011
Generalizing from Several Related Classification Tasks to a New Unlabeled Sample NIPS 2011
The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers NIPS 2011
Deep Sparse Rectifier Neural Networks AISTATS 2011
Bayesian Co-Training JMLR 2011
Semi-Supervised Learning with Measure Propagation JMLR 2011
Sparse Semi-supervised Learning Using Conjugate Functions JMLR 2010
Learning from Candidate Labeling Sets NIPS 2010
Inductive Regularized Learning of Kernel Functions NIPS 2010
Transduction with Matrix Completion: Three Birds with One Stone NIPS 2010
Semi-Supervised Learning with Adversarially Missing Label Information NIPS 2010
Humans Learn Using Manifolds, Reluctantly NIPS 2010
Infinite Predictor Subspace Models for Multitask Learning AISTATS 2010
Semi-Supervised Novelty Detection JMLR 2010
Semi-Supervised Learning with Max-Margin Graph Cuts AISTATS 2010
Generalized Expectation Criteria for Semi-Supervised Learning with Weakly Labeled Data JMLR 2010
Semi-Supervised Learning via Generalized Maximum Entropy AISTATS 2010
Relating Function Class Complexity and Cluster Structure in the Function Domain with Applications to Transduction AISTATS 2010
Mining Recurring Concept Drifts with Limited Labeled Streaming Data ACML 2010
Discriminative Clustering by Regularized Information Maximization NIPS 2010
Co-regularization Based Semi-supervised Domain Adaptation NIPS 2010