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transductive learning

117 papers

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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

Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set EMNLP 2018
Transductive Unbiased Embedding for Zero-Shot Learning CVPR 2018
Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning IJCAI 2018
Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting EMNLP 2018
Incomplete Attribute Learning with auxiliary labels IJCAI 2017
Transductive Non-linear Learning for Chinese Hypernym Prediction ACL 2017
Online Learning with Transductive Regret NIPS 2017
Recognizing Emotions From Abstract Paintings Using Non-Linear Matrix Completion CVPR 2016
Non-Linear Smoothed Transductive Network Embedding with Text Information ACML 2016
Cross-Graph Learning of Multi-Relational Associations ICML 2016
Unsupervised Tube Extraction Using Transductive Learning and Dense Trajectories ICCV 2015
Bipartite Edge Prediction via Transductive Learning over Product Graphs ICML 2015
Optimally Combining Classifiers Using Unlabeled Data COLT 2015
Localized Complexities for Transductive Learning COLT 2014
Extracting Certainty from Uncertainty: Transductive Pairwise Classification from Pairwise Similarities NIPS 2014
PAC-Bayesian Theory for Transductive Learning AISTATS 2014
Transductive Learning with Multi-class Volume Approximation ICML 2014
Real-Time Articulated Hand Pose Estimation Using Semi-supervised Transductive Regression Forests ICCV 2013
Dynamic Label Propagation for Semi-supervised Multi-class Multi-label Classification ICCV 2013
Prostate Segmentation in CT Images via Spatial-Constrained Transductive Lasso CVPR 2013
Selective Transfer Machine for Personalized Facial Action Unit Detection CVPR 2013
Speedup Matrix Completion with Side Information: Application to Multi-Label Learning NIPS 2013
Computationally Efficient Regression on a Dependency Graph for Human Pose Estimation CVPR 2013
Transductive Learning of Structural SVMs via Prior Knowledge Constraints AISTATS 2012
A Correlation Clustering Approach to Link Classification in Signed Networks COLT 2012