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Metric Learning

Publications

2021

Improved Prediction of Cognitive Outcomes via Globally Aligned Imaging Biomarker Enrichments Over Progressions

Lyujian Lu, Saad Elbeleidy, Lauren Baker, Hua Wang, Li Shen, Huang Heng

TBME

Journal

Predicting Cognitive Declines Using Longitudinally Enriched Representations for Imaging Biomarkers

Lyujian Lu, Saad Elbeleidy, Lauren Zoe Baker, Hua Wang

TMI

Journal

2020

Predicting Cognitive Declines Using Longitudinally Enriched Representations for Imaging Biomarkers

Lyujian Lu, Hua Wang, Saad Elbeleidy, Feiping Nie

CVPR

Conference

Learning Robust Multi-Label Sample Specific Distances for Identifying HIV-1 Drug Resistance

Lodewijk Brand, Xue Yang, Kai Liu, Saad Elbeleidy, Hua Wang, Hao Zhang, Feiping Nie

JCB

Journal

2019

Learning Robust Multi-Label Sample Specific Distances for Identifying HIV-1 Drug Resistance

Lodewijk Brand, Xue Yang, Kai Liu, Saad Elbeleidy, Hua Wang, Hao Zhang

RECOMB

Conference

2014

Robust Distance Metric Learning via Simultaneous L1-Norm Minimization and Maximization

Hua Wang, Feiping Nie, Heng Huang

ICML

Conference

2012

Robust and Discriminative Distance for Multi-Instance Learning

Hua Wang, Feiping Nie, Heng Huang.

CVPR

Conference

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