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semi-supervised learning

2331 papers

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Also known as

SSL SEMISL SEMI-SL

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

Statistical Analysis of Semi-Supervised Learning: The Limit of Infinite Unlabelled Data NIPS 2009
Entropic Graph Regularization in Non-Parametric Semi-Supervised Classification NIPS 2009
Learning from Multiple Partially Observed Views - an Application to Multilingual Text Categorization NIPS 2009
A Rate Distortion Approach for Semi-Supervised Conditional Random Fields NIPS 2009
Manifold Regularization for SIR with Rate Root-n Convergence NIPS 2009
Label Selection on Graphs NIPS 2009
Adaptive Regularization for Transductive Support Vector Machine NIPS 2009
Semi-supervised Learning using Sparse Eigenfunction Bases NIPS 2009
Semi-Supervised Training for the Averaged Perceptron POS Tagger EACL 2009
3D Object Recognition with Deep Belief Nets NIPS 2009
Nonlinear Learning using Local Coordinate Coding NIPS 2009
Semi-Supervised Learning in Gigantic Image Collections NIPS 2009
Augmenting Feature-driven fMRI Analyses: Semi-supervised learning and resting state activity NIPS 2009
On Efficient Large Margin Semisupervised Learning: Method and Theory JMLR 2009
Distribution Matching for Transduction NIPS 2009
Multi-Level Active Prediction of Useful Image Annotations for Recognition NIPS 2008
Localized Sliced Inverse Regression NIPS 2008
Optimization Techniques for Semi-Supervised Support Vector Machines JMLR 2008
Regularized Learning with Networks of Features NIPS 2008
Learning the Semantic Correlation: An Alternative Way to Gain from Unlabeled Text NIPS 2008
A Transductive Bound for the Voted Classifier with an Application to Semi-supervised Learning NIPS 2008
Look Ma, No Hands: Analyzing the Monotonic Feature Abstraction for Text Classification NIPS 2008
Regularized Co-Clustering with Dual Supervision NIPS 2008
A ``Shape Aware'' Model for semi-supervised Learning of Objects and its Context NIPS 2008
Semi-supervised Learning with Weakly-Related Unlabeled Data : Towards Better Text Categorization NIPS 2008