conftrace_

unlabeled datum

120 papers

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Co-occurring keywords

semi-supervised learning (2341) text classification (6793) transfer learning (5449) domain adaptation (4595) data augmentation (3052) unlabeled data (7) binary classification (678) representation learning (6206) consistency regularization (150) knowledge distillation (3725)

Papers

On Anomaly Ranking and Excess-Mass Curves AISTATS 2015
Estimating the accuracies of multiple classifiers without labeled data AISTATS 2015
Unbiased Generative Semi-Supervised Learning JMLR 2014
Exploiting Ontology Structures and Unlabeled Data for Learning ICML 2013
Multi-Label Classification with Unlabeled Data: An Inductive Approach ACML 2013
Co-Training with Insufficient Views ACML 2013
Unsupervised Supervised Learning II: Margin-Based Classification without Labels AISTATS 2011
Unsupervised Supervised Learning II: Margin-Based Classification Without Labels JMLR 2011
Unsupervised Supervised Learning I: Estimating Classification and Regression Errors without Labels JMLR 2010
Semi-Supervised Learning via Generalized Maximum Entropy AISTATS 2010
Statistical Analysis of Semi-Supervised Learning: The Limit of Infinite Unlabelled Data NIPS 2009
On Efficient Large Margin Semisupervised Learning: Method and Theory JMLR 2009
Look Ma, No Hands: Analyzing the Monotonic Feature Abstraction for Text Classification NIPS 2008
Unlabeled data: Now it helps, now it doesn't NIPS 2008
Statistical Analysis of Semi-Supervised Regression NIPS 2007
The Value of Labeled and Unlabeled Examples when the Model is Imperfect NIPS 2007
On Transductive Regression NIPS 2006
Correcting Sample Selection Bias by Unlabeled Data NIPS 2006
A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data JMLR 2005
Extensions to Metric-Based Model Selection JMLR 2003