Multi-Class Classification

Candidates vs. Noises Estimation for Large Multi-Class Classification Problem ICML 2018 Detecting Gang-Involved Escalation on Social Media Using Context EMNLP 2018 Efficient Large-Scale Neural Domain Classification with Personalized Attention ACL 2018 Learning from discriminative feature feedback NeurIPS 2018 R-FCN-3000 at 30fps: Decoupling Detection and Classification CVPR 2018 Adaptive Semi-Supervised Learning with Discriminative Least Squares Regression IJCAI 2017 An Easy-to-hard Learning Paradigm for Multiple Classes and Multiple Labels JMLR 2017 Online multiclass boosting NeurIPS 2017 Assortment Optimization Under the Mallows model NeurIPS 2016 A Unified View on Multi-class Support Vector Classification JMLR 2016 Logarithmic Time Online Multiclass prediction NeurIPS 2015 Top-k Multiclass SVM NeurIPS 2015 Multi-Class Deep Boosting NeurIPS 2014 Training Highly Multiclass Classifiers JMLR 2014 On Flat versus Hierarchical Classification in Large-Scale Taxonomies NeurIPS 2013 Selective sampling algorithms for cost-sensitive multiclass prediction ICML 2013 Sparse Output Coding for Large-Scale Visual Recognition CVPR 2013 Classification Calibration Dimension for General Multiclass Losses NeurIPS 2012 Confusion-Based Online Learning and a Passive-Aggressive Scheme NeurIPS 2012 Multiclass Learning Approaches: A Theoretical Comparison with Implications NeurIPS 2012 Multiclass Learning with Simplex Coding NeurIPS 2012 Composite Multiclass Losses NeurIPS 2011 Fast and Balanced: Efficient Label Tree Learning for Large Scale Object Recognition NeurIPS 2011 Multiclass Boosting: Theory and Algorithms NeurIPS 2011 Newtron: an Efficient Bandit algorithm for Online Multiclass Prediction NeurIPS 2011