conftrace_

multi-class classification

280 papers

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Co-occurring keywords

text classification (6793) support vector machine (978) transformer model (1996) multiclass classification (181) binary classification (678) ensemble learning (1274) generalization bound (652) active learning (1301) multi-label classification (1009) transfer learning (5449)

Papers

Scalable design of Error-Correcting Output Codes using Discrete Optimization with Graph Coloring NIPS 2022
Learning from Label Proportions by Learning with Label Noise NIPS 2022
Beyond Adult and COMPAS: Fair Multi-Class Prediction via Information Projection NIPS 2022
GJG@TamilNLP-ACL2022: Using Transformers for Abusive Comment Classification in Tamil ACL 2022
SSN_MLRG3 @LT-EDI-ACL2022-Depression Detection System from Social Media Text using Transformer Models ACL 2022
QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers AAAI 2022
Leveraging Emotion-Specific features to improve Transformer performance for Emotion Classification ACL 2022
TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning AAAI 2022
Federated Learning with Positive and Unlabeled Data ICML 2022
Generalizing Consistent Multi-Class Classification with Rejection to be Compatible with Arbitrary Losses NIPS 2022
Online Agnostic Multiclass Boosting NIPS 2022
Training Up to 50 Class ML Models on 3 $ IoT Hardware via Optimizing One-vs-One Algorithm (Student Abstract) AAAI 2022
Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class Classification JMLR 2022
Multi-Class $H$-Consistency Bounds NIPS 2022
Automatic Identification and Classification of Bragging in Social Media ACL 2022
Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold NIPS 2022
Multi-class Gaussian Process Classification with Noisy Inputs JMLR 2021
Active Learning with Maximum Margin Sparse Gaussian Processes AISTATS 2021
Learning from Complementary Labels via Partial-Output Consistency Regularization IJCAI 2021
Fine-grained Classification of Political Bias in German News: A Data Set and Initial Experiments IJCNLP 2021
Classification of mental illnesses on social media using RoBERTa EACL 2021
Few-Shot Partial-Label Learning IJCAI 2021
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case EMNLP 2021
Integer programming-based error-correcting output code design for robust classification UAI 2021
Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks AAAI 2021