Multi-Class Classification

Building a Long Text Privacy Policy Corpus with Multi-Class Labels ACL 2025 BullyBench: Youth & Experts-in-the-loop Framework for Intrinsic and Extrinsic Cyberbullying NLP Benchmarking EMNLP 2025 CNC: Cross-modal Normality Constraint for Unsupervised Multi-class Anomaly Detection AAAI 2025 Déjà Vu? Decoding Repeated Reading from Eye Movements ACL 2025 Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection ACL 2025 Overview of the Shared Task on Sentiment Analysis in Tamil and Tulu NAACL 2025 The cost of local and global fairness in Federated Learning AISTATS 2025 Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View NeurIPS 2024 Fairness guarantees in multi-class classification with demographic parity JMLR 2024 Fast Rates for Bandit PAC Multiclass Classification NeurIPS 2024 Multiclass Transductive Online Learning NeurIPS 2024 Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning AAAI 2024 Regimes of No Gain in Multi-class Active Learning JMLR 2024 Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention AISTATS 2024 The Real Price of Bandit Information in Multiclass Classification COLT 2024 Demystifying the Optimal Performance of Multi-Class Classification NeurIPS 2023 Event Process Typing via Hierarchical Optimal Transport AAAI 2023 FedABC: Targeting Fair Competition in Personalized Federated Learning AAAI 2023 Improper Multiclass Boosting COLT 2023 Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments JMLR 2023 List Online Classification COLT 2023 Multiclass Online Learning and Uniform Convergence COLT 2023 Relative Entropic Optimal Transport: a (Prior-aware) Matching Perspective to (Unbalanced) Classification NeurIPS 2023 Scalable Optimal Multiway-Split Decision Trees with Constraints AAAI 2023 Set-valued Classification with Out-of-distribution Detection for Many Classes JMLR 2023