conftrace_

graph-based learning

65 papers

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Co-occurring keywords

semi-supervised learning (2341) label propagation (185) graph neural network (3962) active learning (1301) spectral method (204) graph-based method (73) transductive learning (118) manifold regularization (41) regret bound (1926) word embedding (1764)

Papers

Matrix Completion for Graph-Based Deep Semi-Supervised Learning AAAI 2019
Graph-Based Semi-Supervised Learning for Natural Language Understanding EMNLP 2019
Graph-Based Semi-Supervised Learning with Non-ignorable Non-response NIPS 2019
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning NIPS 2019
Game Theory Meets Embeddings: a Unified Framework for Word Sense Disambiguation IJCNLP 2019
Smooth Neighbors on Teacher Graphs for Semi-Supervised Learning CVPR 2018
A Random Matrix Analysis and Improvement of Semi-Supervised Learning for Large Dimensional Data JMLR 2018
Semi-Supervised Learning with Competitive Infection Models AISTATS 2018
Scientific Information Extraction with Semi-supervised Neural Tagging EMNLP 2017
Instance-Level Label Propagation with Multi-Instance Learning IJCAI 2017
Non-Uniform Subset Selection for Active Learning in Structured Data CVPR 2017
Storage Fit Learning with Unlabeled Data IJCAI 2017
Large Scale Distributed Semi-Supervised Learning Using Streaming Approximation AISTATS 2016
Online Learning with Feedback Graphs Without the Graphs ICML 2016
Active Sample Selection and Correction Propagation on a Gradually-Augmented Graph CVPR 2015
Hierarchical Subquery Evaluation for Active Learning on a Graph CVPR 2014
Wasserstein Propagation for Semi-Supervised Learning ICML 2014
Graph-based Semi-supervised Learning: Realizing Pointwise Smoothness Probabilistically ICML 2014
Scaling Graph-based Semi Supervised Learning to Large Number of Labels Using Count-Min Sketch AISTATS 2014
Efficient Label Propagation ICML 2014
Dynamic Label Propagation for Semi-supervised Multi-class Multi-label Classification ICCV 2013
Density estimation from unweighted k-nearest neighbor graphs: a roadmap NIPS 2013
Analyzing the Harmonic Structure in Graph-Based Learning NIPS 2013
Transfer Learning in a Transductive Setting NIPS 2013
Σ-Optimality for Active Learning on Gaussian Random Fields NIPS 2013