multi-class classification

Beyond Adult and COMPAS: Fair Multi-Class Prediction via Information Projection NeurIPS 2022 Calibrated Learning to Defer with One-vs-All Classifiers ICML 2022 Contrastive Neural Ratio Estimation NeurIPS 2022 Convergence of Uncertainty Sampling for Active Learning ICML 2022 DeepParliament: A Legal domain Benchmark & Dataset for Parliament Bills Prediction EMNLP 2022 Event-Event Relation Extraction using Probabilistic Box Embedding ACL 2022 Exploiting Class Activation Value for Partial-Label Learning ICLR 2022 Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media EMNLP 2022 Federated Learning with Positive and Unlabeled Data ICML 2022 Generalization Analysis on Learning with a Concurrent Verifier NeurIPS 2022 Generalization for multiclass classification with overparameterized linear models NeurIPS 2022 Generalizing Consistent Multi-Class Classification with Rejection to be Compatible with Arbitrary Losses NeurIPS 2022 GJG@TamilNLP-ACL2022: Using Transformers for Abusive Comment Classification in Tamil ACL 2022 Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class Classification JMLR 2022 Learning from Label Proportions by Learning with Label Noise NeurIPS 2022 Leveraging Emotion-Specific features to improve Transformer performance for Emotion Classification ACL 2022 Low-Degree Multicalibration COLT 2022 Monotone Learning COLT 2022 Multi-Class H-Consistency Bounds NeurIPS 2022 Multiclass classification for Hawkes processes UAI 2022 Multi-class Classification from Multiple Unlabeled Datasets with Partial Risk Regularization ACML 2022 Multi-class classification in nonparametric active learning AISTATS 2022 Multiclass Learnability Beyond the PAC Framework: Universal Rates and Partial Concept Classes NeurIPS 2022 Multiclass learning with margin: exponential rates with no bias-variance trade-off ICML 2022 Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold NeurIPS 2022