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margin loss

33 papers

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Co-occurring keywords

class imbalance (555) metric learning (1190) face recognition (469) binary classification (678) graph neural network (3962) loss function (462) bias mitigation (500) boosting algorithm (78) generalization bound (652) speaker embedding (350)

Papers

Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss NIPS 2019
AddGraph: Anomaly Detection in Dynamic Graph Using Attention-based Temporal GCN IJCAI 2019
Deep Unknown Intent Detection with Margin Loss ACL 2019
Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised Algorithm (Extended Abstract) IJCAI 2018
A View of Margin Losses as Regularizers of Probability Estimates JMLR 2015
Gibbs Max-Margin Topic Models with Fast Sampling Algorithms ICML 2013
Composite Binary Losses JMLR 2010
Variable margin losses for classifier design NIPS 2010