multi-class classification

Unveiling the Role of Randomization in Multiclass Adversarial Classification: Insights from Graph Theory AISTATS 2025 Wave-MambaAD: Wavelet-driven State Space Model for Multi-class Unsupervised Anomaly Detection ICCV 2025 YNU-HPCC at SemEval-2025 Task 10: A Two-Stage Approach to Solving Multi-Label and Multi-Class Role Classification Based on DeBERTa SemEval 2025 A Boosting-Type Convergence Result for AdaBoost.MH with Factorized Multi-Class Classifiers NeurIPS 2024 A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech ACL 2024 AISPACE at SemEval-2024 task 8: A Class-balanced Soft-voting System for Detecting Multi-generator Machine-generated Text SemEval 2024 An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification JMLR 2024 A Universal Growth Rate for Learning with Smooth Surrogate Losses NeurIPS 2024 Bandit-Feedback Online Multiclass Classification: Variants and Tradeoffs NeurIPS 2024 Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models Interspeech 2024 Building a stable classifier with the inflated argmax NeurIPS 2024 cantnlp@LT-EDI-2024: Automatic Detection of Anti-LGBTQ+ Hate Speech in Under-resourced Languages EACL 2024 CareCorpus: A Corpus of Real-World Solution-Focused Caregiver Strategies for Personalized Pediatric Rehabilitation Service Design COLING 2024 CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification ACL 2024 Classifier Calibration with ROC-Regularized Isotonic Regression AISTATS 2024 Confidence Calibration of Classifiers with Many Classes NeurIPS 2024 Consistent Multiclass Algorithms for Complex Metrics and Constraints JMLR 2024 Consistent Multi-Class Classification from Multiple Unlabeled Datasets ICLR 2024 Enabling Mixed Effects Neural Networks for Diverse, Clustered Data Using Monte Carlo Methods IJCAI 2024 Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View NeurIPS 2024 Exploring BERT-Based Classification Models for Detecting Phobia Subtypes: A Novel Tweet Dataset and Comparative Analysis COLING 2024 Fairness guarantees in multi-class classification with demographic parity JMLR 2024 FastFit: Fast and Effective Few-Shot Text Classification with a Multitude of Classes NAACL 2024 Fast Rates for Bandit PAC Multiclass Classification NeurIPS 2024 Implicit Regularization in Feedback Alignment Learning Mechanisms for Neural Networks ICML 2024