conftrace_

hamming loss

9 papers

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Also known as

HL

Co-occurring keywords

multi-label classification (1009) label space (20) multilabel classification (75) surrogate loss (94) empirical risk minimization (352) label space dimension reduction (2) partial abstention (2) principal label space transformation (1) k-nearest neighbor (152) regret bound (1926)

Papers

AdaBoost.C2: Boosting Classifiers Chains for Multi-Label Classification AAAI 2023
Regret Bounds for Multilabel Classification in Sparse Label Regimes NIPS 2022
Reliable Multilabel Classification: Prediction with Partial Abstention AAAI 2020
Multi-label classification: do Hamming loss and subset accuracy really conflict with each other? NIPS 2020
Learning From Multi-Dimensional Partial Labels IJCAI 2020
Multilabel Classification with Group Testing and Codes ICML 2017
Feature-aware Label Space Dimension Reduction for Multi-label Classification NIPS 2012
On the Consistency of Multi-Label Learning COLT 2011
Training Conditional Random Fields for Maximum Labelwise Accuracy NIPS 2006