multi-class classification

The Real Price of Bandit Information in Multiclass Classification COLT 2024 Towards ML-supported Triage Prediction in Real-World Emergency Room Scenarios ACL 2024 Trading off Consistency and Dimensionality of Convex Surrogates for Multiclass Classification NeurIPS 2024 Understanding the Impact of Introducing Constraints at Inference Time on Generalization Error ICML 2024 Unified Binary and Multiclass Margin-Based Classification JMLR 2024 What Makes Partial-Label Learning Algorithms Effective? NeurIPS 2024 H-Consistency Bounds: Characterization and Extensions NeurIPS 2023 ACSMKRHR at SemEval-2023 Task 10: Explainable Online Sexism Detection(EDOS) SemEval 2023 Affine-Consistent Transformer for Multi-Class Cell Nuclei Detection ICCV 2023 AFPSNet: Multi-Class Part Parsing Based on Scaled Attention and Feature Fusion WACV 2023 A Generalized Unbiased Risk Estimator for Learning with Augmented Classes AAAI 2023 Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification EMNLP 2023 Characterization of Overfitting in Robust Multiclass Classification NeurIPS 2023 Characterizing the Optimal $0-1$ Loss for Multi-class Classification with a Test-time Attacker NeurIPS 2023 Cut your Losses with Squentropy ICML 2023 Deconstructing Data Reconstruction: Multiclass, Weight Decay and General Losses NeurIPS 2023 Demystifying the Optimal Performance of Multi-Class Classification NeurIPS 2023 Discover-Then-Rank Unlabeled Support Vectors in the Dual Space for Multi-Class Active Learning ICML 2023 Distribution Free Domain Generalization ICML 2023 DS at SemEval-2023 Task 10: Explaining Online Sexism using Transformer based Approach SemEval 2023 Efficient Transformed Gaussian Processes for Non-Stationary Dependent Multi-class Classification ICML 2023 Exponentially Convergent Algorithms for Supervised Matrix Factorization NeurIPS 2023 FIRAL: An Active Learning Algorithm for Multinomial Logistic Regression NeurIPS 2023 Generalization error bounds for multiclass sparse linear classifiers JMLR 2023 Improving Expert Predictions with Conformal Prediction ICML 2023