multi-class classification

Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks AAAI 2021 Error-Sensitive Evaluation for Ordinal Target Variables EMNLP 2021 Exploiting Unlabeled Data via Partial Label Assignment for Multi-Class Semi-Supervised Learning AAAI 2021 Few-Shot Partial-Label Learning IJCAI 2021 Fine-grained Classification of Political Bias in German News: A Data Set and Initial Experiments ACL 2021 Fine-grained Generalization Analysis of Vector-Valued Learning AAAI 2021 In-depth Benchmarking of Deep Neural Network Architectures for ECG Diagnosis MLHC 2021 Integer programming-based error-correcting output code design for robust classification UAI 2021 JudithJeyafreedaAndrew@DravidianLangTech-EACL2021:Offensive language detection for Dravidian Code-mixed YouTube comments EACL 2021 Knowing what You Know: valid and validated confidence sets in multiclass and multilabel prediction JMLR 2021 Learning from Complementary Labels via Partial-Output Consistency Regularization IJCAI 2021 Learning from Noisy Labels with No Change to the Training Process ICML 2021 Learning Gaussian Mixtures with Generalized Linear Models: Precise Asymptotics in High-dimensions NeurIPS 2021 Margin-Independent Online Multiclass Learning via Convex Geometry NeurIPS 2021 Mixability made efficient: Fast online multiclass logistic regression NeurIPS 2021 Multiclass Boosting and the Cost of Weak Learning NeurIPS 2021 Multi-class Gaussian Process Classification with Noisy Inputs JMLR 2021 Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning ICLR 2021 Multiclass versus Binary Differentially Private PAC Learning NeurIPS 2021 Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks AAAI 2021 Online probabilistic label trees AISTATS 2021 Predicting Classification Accuracy When Adding New Unobserved Classes ICLR 2021 professionals@DravidianLangTech-EACL2021: Malayalam Offensive Language Identification - A Minimalistic Approach EACL 2021 Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels AAAI 2021 Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU ICCV 2021