Semi-Supervised Learning

Efficient Label Propagation ICML 2014 Extracting Certainty from Uncertainty: Transductive Pairwise Classification from Pairwise Similarities NeurIPS 2014 Graph-based Semi-supervised Learning: Realizing Pointwise Smoothness Probabilistically ICML 2014 Hierarchical Subquery Evaluation for Active Learning on a Graph CVPR 2014 High Order Regularization for Semi-Supervised Learning of Structured Output Problems ICML 2014 Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques ICML 2014 Joint Inference of Multiple Label Types in Large Networks ICML 2014 Learning on graphs using Orthonormal Representation is Statistically Consistent NeurIPS 2014 Learning with Fredholm Kernels NeurIPS 2014 Learning with Pseudo-Ensembles NeurIPS 2014 Localized Complexities for Transductive Learning COLT 2014 MILCut: A Sweeping Line Multiple Instance Learning Paradigm for Interactive Image Segmentation CVPR 2014 Object Localization based on Structural SVM using Privileged Information NeurIPS 2014 On a Theory of Nonparametric Pairwise Similarity for Clustering: Connecting Clustering to Classification NeurIPS 2014 PAC-Bayesian Theory for Transductive Learning AISTATS 2014 Scaling Graph-based Semi Supervised Learning to Large Number of Labels Using Count-Min Sketch AISTATS 2014 Semi-Supervised Coupled Dictionary Learning for Person Re-identification CVPR 2014 Semi-Supervised Eigenvectors for Large-Scale Locally-Biased Learning JMLR 2014 Semi-supervised Learning with Deep Generative Models NeurIPS 2014 Semi-supervised Relational Topic Model for Weakly Annotated Image Recognition in Social Media CVPR 2014 Semi-supervised Spectral Clustering for Image Set Classification CVPR 2014 SerialRank: Spectral Ranking using Seriation NeurIPS 2014 Stochastic Inference for Scalable Probabilistic Modeling of Binary Matrices ICML 2014 Transductive Learning with Multi-class Volume Approximation ICML 2014 Unbiased Generative Semi-Supervised Learning JMLR 2014