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transductive learning

117 papers

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Also known as

TZSL

Co-occurring keywords

semi-supervised learning (2331) few-shot learning (3390) graph neural network (3945) label propagation (185) generalization bound (649) domain adaptation (4578) zero-shot learning (3637) matrix completion (356) node classification (480) online learning (1770)

Papers

Relax and Randomize : From Value to Algorithms NIPS 2012
Collaborative Filtering with the Trace Norm: Learning, Bounding, and Transducing COLT 2011
Efficient Online Learning via Randomized Rounding NIPS 2011
Half Transductive Ranking AISTATS 2010
Transduction with Matrix Completion: Three Birds with One Stone NIPS 2010
Relating Function Class Complexity and Cluster Structure in the Function Domain with Applications to Transduction AISTATS 2010
Entropic Graph Regularization in Non-Parametric Semi-Supervised Classification NIPS 2009
Distribution Matching for Transduction NIPS 2009
Adaptive Regularization for Transductive Support Vector Machine NIPS 2009
Regularization on Graphs with Function-adapted Diffusion Processes JMLR 2008
An Error Bound Based on a Worst Likely Assignment JMLR 2008
A Transductive Bound for the Voted Classifier with an Application to Semi-supervised Learning NIPS 2008
On the Effectiveness of Laplacian Normalization for Graph Semi-supervised Learning JMLR 2007
Learning on Graph with Laplacian Regularization NIPS 2006
On Transductive Regression NIPS 2006
Large Scale Transductive SVMs JMLR 2006
Learning the Kernel Matrix with Semidefinite Programming JMLR 2004