Multi-Class Classification

Stability of Random Forests and Coverage of Random-Forest Prediction Intervals NeurIPS 2023 Universal Rates for Multiclass Learning COLT 2023 Aanisha@TamilNLP-ACL2022:Abusive Detection in Tamil ACL 2022 Active Learning of Classifiers with Label and Seed Queries NeurIPS 2022 DeepType 2: Superhuman Entity Linking, All You Need Is Type Interactions AAAI 2022 Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class Classification JMLR 2022 Scalable design of Error-Correcting Output Codes using Discrete Optimization with Graph Coloring NeurIPS 2022 SSN_MLRG1@DravidianLangTech-ACL2022: Troll Meme Classification in Tamil using Transformer Models ACL 2022 TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning AAAI 2022 The Tree Loss: Improving Generalization with Many Classes AISTATS 2022 Beyond Bandit Feedback in Online Multiclass Classification NeurIPS 2021 Exploiting Unlabeled Data via Partial Label Assignment for Multi-Class Semi-Supervised Learning AAAI 2021 Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case EMNLP 2021 Tool for Automated Tax Coding of Invoices AAAI 2021 Enhancing the Identification of Cyberbullying through Participant Roles EMNLP 2020 Exploiting the Surrogate Gap in Online Multiclass Classification NeurIPS 2020 Federated Learning with Only Positive Labels ICML 2020 Learning Rich Rankings NeurIPS 2020 Machines Getting with the Program: Understanding Intent Arguments of Non-Canonical Directives EMNLP 2020 Theoretical Insights Into Multiclass Classification: A High-dimensional Asymptotic View NeurIPS 2020 Active Learning of Multi-Class Classification Models from Ordered Class Sets AAAI 2019 Learning Weighted Top-k Support Vector Machine ACML 2019 Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation UAI 2019 Multiclass Learning from Contradictions NeurIPS 2019 Partial Label Learning via Label Enhancement AAAI 2019