← Learning Types
Machine Learning › Learning Types ›

Multi-Class Classification

72 directly classified papers

Papers per year

Papers

Scalable design of Error-Correcting Output Codes using Discrete Optimization with Graph Coloring NIPS 2022
The Tree Loss: Improving Generalization with Many Classes AISTATS 2022
DeepType 2: Superhuman Entity Linking, All You Need Is Type Interactions AAAI 2022
TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning AAAI 2022
SSN_MLRG1@DravidianLangTech-ACL2022: Troll Meme Classification in Tamil using Transformer Models ACL 2022
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
Beyond Bandit Feedback in Online Multiclass Classification NIPS 2021
Tool for Automated Tax Coding of Invoices AAAI 2021
Exploiting the Surrogate Gap in Online Multiclass Classification NIPS 2020
Federated Learning with Only Positive Labels ICML 2020
Machines Getting with the Program: Understanding Intent Arguments of Non-Canonical Directives EMNLP 2020
Enhancing the Identification of Cyberbullying through Participant Roles EMNLP 2020
Theoretical Insights Into Multiclass Classification: A High-dimensional Asymptotic View NIPS 2020
Learning Rich Rankings NIPS 2020
Multiclass Learning from Contradictions NIPS 2019
Active Learning of Multi-Class Classification Models from Ordered Class Sets AAAI 2019
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation UAI 2019
Partial Label Learning via Label Enhancement AAAI 2019
Detecting Gang-Involved Escalation on Social Media Using Context EMNLP 2018
Learning from discriminative feature feedback NIPS 2018
Candidates vs. Noises Estimation for Large Multi-Class Classification Problem ICML 2018
Efficient Large-Scale Neural Domain Classification with Personalized Attention ACL 2018
R-FCN-3000 at 30fps: Decoupling Detection and Classification CVPR 2018
Online multiclass boosting NIPS 2017