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conftrace_

multi-class classification

468 papers

Papers

EmotionX-SmartDubai_NLP: Detecting User Emotions In Social Media Text ACL 2018 Equivalence of Multicategory SVM and Simplex Cone SVM: Fast Computations and Statistical Theory ICML 2018 Extrapolating Expected Accuracies for Large Multi-Class Problems JMLR 2018 Functional Map of the World CVPR 2018 Language-Based Automatic Assessment of Cognitive and Communicative Functions Related to Parkinson’s Disease COLING 2018 Lean Multiclass Crowdsourcing CVPR 2018 Learning from discriminative feature feedback NeurIPS 2018 Learning Overparameterized Neural Networks via Stochastic Gradient Descent on Structured Data NeurIPS 2018 Logistic Regression: The Importance of Being Improper COLT 2018 Loss Decomposition for Fast Learning in Large Output Spaces ICML 2018 Model Transfer with Explicit Knowledge of the Relation between Class Definitions CoNLL 2018 Multi-Class Learning: From Theory to Algorithm NeurIPS 2018 On Controllable Sparse Alternatives to Softmax NeurIPS 2018 Quantifying Learning Guarantees for Convex but Inconsistent Surrogates NeurIPS 2018 Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised Algorithm (Extended Abstract) IJCAI 2018 Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty IJCAI 2018 Robust Inference for Multiclass Classification ALT 2018 SemEval-2018 Task 3: Irony Detection in English Tweets SemEval 2018 The Sample Complexity of Semi-Supervised Learning with Nonparametric Mixture Models NeurIPS 2018 Towards Enabling Binary Decomposition for Partial Label Learning IJCAI 2018 Active Learning for Cost-Sensitive Classification ICML 2017 Adaptive Semi-Supervised Learning with Discriminative Least Squares Regression IJCAI 2017 Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification NeurIPS 2017 An Easy-to-hard Learning Paradigm for Multiple Classes and Multiple Labels JMLR 2017 Angle-based Multicategory Distance-weighted SVM JMLR 2017