multi-class classification

Online Agnostic Multiclass Boosting NeurIPS 2022 On Robust Multiclass Learnability NeurIPS 2022 PAC-Bayesian domain adaptation bounds for multiclass learners UAI 2022 QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers AAAI 2022 Scalable design of Error-Correcting Output Codes using Discrete Optimization with Graph Coloring NeurIPS 2022 SSNCSE_NLP@TamilNLP-ACL2022: Transformer based approach for Emotion analysis in Tamil language ACL 2022 SSN_MLRG1@LT-EDI-ACL2022: Multi-Class Classification using BERT models for Detecting Depression Signs from Social Media Text ACL 2022 SSN_MLRG3 @LT-EDI-ACL2022-Depression Detection System from Social Media Text using Transformer Models ACL 2022 Systematic Evaluation of Predictive Fairness AACL 2022 TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning AAAI 2022 The Tree Loss: Improving Generalization with Many Classes AISTATS 2022 Top-label calibration and multiclass-to-binary reductions ICLR 2022 Training Up to 50 Class ML Models on 3 $ IoT Hardware via Optimizing One-vs-One Algorithm (Student Abstract) AAAI 2022 Universal Online Learning with Bounded Loss: Reduction to Binary Classification COLT 2022 X-PuDu at SemEval-2022 Task 7: A Replaced Token Detection Task Pre-trained Model with Pattern-aware Ensembling for Identifying Plausible Clarifications SemEval 2022 Active Learning with Maximum Margin Sparse Gaussian Processes AISTATS 2021 Adversarial Multi Class Learning under Weak Supervision with Performance Guarantees ICML 2021 A General Framework for Adversarial Label Learning JMLR 2021 An exact solver for the Weston-Watkins SVM subproblem ICML 2021 A Partial Label Metric Learning Algorithm for Class Imbalanced Data ACML 2021 Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation NeurIPS 2021 Beyond Bandit Feedback in Online Multiclass Classification NeurIPS 2021 Calibrating Predictions to Decisions: A Novel Approach to Multi-Class Calibration NeurIPS 2021 Classification of mental illnesses on social media using RoBERTa EACL 2021 Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs NeurIPS 2021