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cs.LG2022
Ranking hierarchical multi-label classification results with mLPRs
Yuting Ye, Christine Ho, Ci-Ren Jiang +2
Hierarchical multi-label classification (HMC) has gained considerable attention in recent decades. A seminal line of HMC research addresses the problem in two stages: first, traini…
stat.ME2022
Eigen-Adjusted Functional Principal Component Analysis
Ci-Ren Jiang, Eardi Lila, John AD Aston +1
Functional Principal Component Analysis (FPCA) has become a widely-used dimension reduction tool for functional data analysis. When additional covariates are available, existing FP…