multi-class classification

Label Distributionally Robust Losses for Multi-class Classification: Consistency, Robustness and Adaptivity ICML 2023 Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments JMLR 2023 LegendreTron: Uprising Proper Multiclass Loss Learning ICML 2023 Mavericks at NADI 2023 Shared Task: Unravelling Regional Nuances through Dialect Identification using Transformer-based Approach EMNLP 2023 Multiclass Online Learning and Uniform Convergence COLT 2023 On Classification-Calibration of Gamma-Phi Losses COLT 2023 On Error and Compression Rates for Prototype Rules AAAI 2023 On the Calibration of Probabilistic Classifier Sets AISTATS 2023 Precise asymptotic generalization for multiclass classification with overparameterized linear models NeurIPS 2023 [RETRACTED] Findings of WASSA 2023 Shared Task: Multi-Label and Multi-Class Emotion Classification on Code-Mixed Text Messages ACL 2023 Score_IsAll_You_Need at BLP-2023 Task 1: A Hierarchical Classification Approach to Detect Violence Inciting Text using Transformers EMNLP 2023 SemEval-2023 Task 4: ValueEval: Identification of Human Values Behind Arguments SemEval 2023 Set-valued Classification with Out-of-distribution Detection for Many Classes JMLR 2023 The Geometry and Calculus of Losses JMLR 2023 The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications NeurIPS 2023 The multimarginal optimal transport formulation of adversarial multiclass classification JMLR 2023 Theoretically Grounded Loss Functions and Algorithms for Adversarial Robustness AISTATS 2023 The Role of Codeword-to-Class Assignments in Error-Correcting Codes: An Empirical Study AISTATS 2023 Towards Decision-Friendly AUC: Learning Multi-Classifier with AUCµ AAAI 2023 Universal Rates for Multiclass Learning COLT 2023 XTab: Cross-table Pretraining for Tabular Transformers ICML 2023 Aanisha@TamilNLP-ACL2022:Abusive Detection in Tamil ACL 2022 Active Learning of Classifiers with Label and Seed Queries NeurIPS 2022 A Reduction to Binary Approach for Debiasing Multiclass Datasets NeurIPS 2022 Automatic Identification and Classification of Bragging in Social Media ACL 2022