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

Online probabilistic label trees AISTATS 2021
Error-Sensitive Evaluation for Ordinal Target Variables EMNLP 2021
Learning Gaussian Mixtures with Generalized Linear Models: Precise Asymptotics in High-dimensions NIPS 2021
Adversarial Multi Class Learning under Weak Supervision with Performance Guarantees ICML 2021
Integer programming-based error-correcting output code design for robust classification UAI 2021
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case EMNLP 2021
Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU ICCV 2021
Few-Shot Partial-Label Learning IJCAI 2021
Multi-class Gaussian Process Classification with Noisy Inputs JMLR 2021
In-depth Benchmarking of Deep Neural Network Architectures for ECG Diagnosis MLHC 2021
Active Learning with Maximum Margin Sparse Gaussian Processes AISTATS 2021
Fine-grained Classification of Political Bias in German News: A Data Set and Initial Experiments IJCNLP 2021
Fine-grained Classification of Political Bias in German News: A Data Set and Initial Experiments ACL 2021
A General Framework for Adversarial Label Learning JMLR 2021
Classification of mental illnesses on social media using RoBERTa EACL 2021
Exploiting Unlabeled Data via Partial Label Assignment for Multi-Class Semi-Supervised Learning AAAI 2021
Adversarial Sampling for Active Learning WACV 2020
Provably Consistent Partial-Label Learning NIPS 2020
Detection of Mental Health from Reddit via Deep Contextualized Representations EMNLP 2020
Learnability with Indirect Supervision Signals NIPS 2020
NEMO: Frequentist Inference Approach to Constrained Linguistic Typology Feature Prediction in SIGTYP 2020 Shared Task EMNLP 2020
Non-Parametric Calibration for Classification AISTATS 2020
Enhancing the Identification of Cyberbullying through Participant Roles EMNLP 2020
On the Equivalence between Online and Private Learnability beyond Binary Classification NIPS 2020
Multi-class Novelty Detection Using Mix-up Technique WACV 2020