Multi-Label Classification

Learning by Associating Ambiguously Labeled Images CVPR 2013 Multi-attribute Queries: To Merge or Not to Merge? CVPR 2013 Optimizing the F-Measure in Multi-Label Classification: Plug-in Rule Approach versus Structured Loss Minimization ICML 2013 Robust Bloom Filters for Large MultiLabel Classification Tasks NeurIPS 2013 CorrLog: Correlated Logistic Models for Joint Prediction of Multiple Labels AISTATS 2012 Dynamic Pruning of Factor Graphs for Maximum Marginal Prediction NeurIPS 2012 Feature-aware Label Space Dimension Reduction for Multi-label Classification NeurIPS 2012 Mandatory Leaf Node Prediction in Hierarchical Multilabel Classification NeurIPS 2012 Multilabel Classification using Bayesian Compressed Sensing NeurIPS 2012 On Multilabel Classification and Ranking with Partial Feedback NeurIPS 2012 Scalable Personalization of Long-Term Physiological Monitoring: Active Learning Methodologies for Epileptic Seizure Onset Detection AISTATS 2012 An Exact Algorithm for F-Measure Maximization NeurIPS 2011 Matrix Completion for Multi-label Image Classification NeurIPS 2011 Maximum Margin Multi-Label Structured Prediction NeurIPS 2011 Multi-Label Output Codes using Canonical Correlation Analysis AISTATS 2011 Submodular Multi-Label Learning NeurIPS 2011 A Discriminative Latent Model of Image Region and Object Tag Correspondence NeurIPS 2010 Bayesian Online Learning for Multi-label and Multi-variate Performance Measures AISTATS 2010 Efficient Optimization for Discriminative Latent Class Models NeurIPS 2010 Multiclass-Multilabel Classification with More Classes than Examples AISTATS 2010 Multi-label Multiple Kernel Learning by Stochastic Approximation: Application to Visual Object Recognition NeurIPS 2010 Online Learning in The Manifold of Low-Rank Matrices NeurIPS 2010 Reverse Multi-Label Learning NeurIPS 2010 Transduction with Matrix Completion: Three Birds with One Stone NeurIPS 2010 Dirichlet-Bernoulli Alignment: A Generative Model for Multi-Class Multi-Label Multi-Instance Corpora NeurIPS 2009