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Multi-Label Classification

448 papers

Papers per year

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12
44
103
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Papers

Recognizing Emotions From Abstract Paintings Using Non-Linear Matrix Completion CVPR 2016
Structured Prediction Energy Networks ICML 2016
Extreme F-measure Maximization using Sparse Probability Estimates ICML 2016
Conditional Bernoulli Mixtures for Multi-label Classification ICML 2016
PD-Sparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel Classification ICML 2016
Multi-Label Classification with Cutset Networks PGM 2016
Predtron: A Family of Online Algorithms for General Prediction Problems NIPS 2015
On the Optimality of Classifier Chain for Multi-label Classification NIPS 2015
Consistent Multilabel Classification NIPS 2015
Learning with a Wasserstein Loss NIPS 2015
Embedding Inference for Structured Multilabel Prediction NIPS 2015
Semi-Supervised Low-Rank Mapping Learning for Multi-Label Classification CVPR 2015
Ontological Supervision for Fine Grained Classification of Street View Storefronts CVPR 2015
Joint Patch and Multi-Label Learning for Facial Action Unit Detection CVPR 2015
Learning Graph Structure for Multi-Label Image Classification via Clique Generation CVPR 2015
Counterfactual Risk Minimization: Learning from Logged Bandit Feedback ICML 2015
Multi-instance multi-label learning in the presence of novel class instances ICML 2015
On the Optimality of Multi-Label Classification under Subset Zero-One Loss for Distributions Satisfying the Composition Property ICML 2015
Multilabel Structured Output Learning with Random Spanning Trees of Max-Margin Markov Networks NIPS 2014
Condensed Filter Tree for Cost-Sensitive Multi-Label Classification ICML 2014
Multi-label Classification via Feature-aware Implicit Label Space Encoding ICML 2014
Robust Bloom Filters for Large MultiLabel Classification Tasks NIPS 2013
Learning by Associating Ambiguously Labeled Images CVPR 2013
Multi-attribute Queries: To Merge or Not to Merge? CVPR 2013
Efficient Multi-label Classification with Many Labels ICML 2013