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stat.ME2026
Local spectral clustering for heterogeneous clustering structures
Yuanxing Chen, Qingzhao Zhang, Yuhong Yang
Classical clustering methods typically assume that all informative features support a single latent partition of the observations. This assumption can be overly restrictive for mod…
stat.ME2026
Adaptive Multi-Prior Lasso for High-Dimensional Generalized Linear Models
Fuzhi Xu, Weijuan Liang, Shuangge Ma +1
Incorporation of external information into high-dimensional modeling for gene expression data has been shown, both theoretically and empirically, to substantially enhance performan…