multi-class classification

On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks AAAI 2020 Optimal multiclass overfitting by sequence reconstruction from Hamming queries ALT 2020 Optimistic Bounds for Multi-output Learning ICML 2020 Partial Multi-Label Learning with Label Distribution AAAI 2020 Provably Consistent Partial-Label Learning NeurIPS 2020 Second Order PAC-Bayesian Bounds for the Weighted Majority Vote NeurIPS 2020 Solomon at SemEval-2020 Task 11: Ensemble Architecture for Fine-Tuned Propaganda Detection in News Articles SemEval 2020 Theoretical Insights Into Multiclass Classification: A High-dimensional Asymptotic View NeurIPS 2020 Transparency Promotion with Model-Agnostic Linear Competitors ICML 2020 Want to Identify, Extract and Normalize Adverse Drug Reactions in Tweets? Use RoBERTa COLING 2020 Weston-Watkins Hinge Loss and Ordered Partitions NeurIPS 2020 Active Learning for Cost-Sensitive Classification JMLR 2019 Active Learning of Multi-Class Classification Models from Ordered Class Sets AAAI 2019 Active Learning with Partial Feedback ICLR 2019 AUCμ: A Performance Metric for Multi-Class Machine Learning Models ICML 2019 A Walkthrough for the Principle of Logit Separation IJCAI 2019 Bandit Multiclass Linear Classification: Efficient Algorithms for the Separable Case ICML 2019 Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration NeurIPS 2019 Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings NAACL 2019 Bridging Theory and Algorithm for Domain Adaptation ICML 2019 Calibration tests in multi-class classification: A unifying framework NeurIPS 2019 DENS: A Dataset for Multi-class Emotion Analysis EMNLP 2019 Detecting Frames in News Headlines and Its Application to Analyzing News Framing Trends Surrounding U.S. Gun Violence CoNLL 2019 Feature subset selection for the multinomial logit model via mixed-integer optimization AISTATS 2019 Improved Generalization Bounds for Robust Learning ALT 2019