Software

• High-dimensional fused lasso regression using majorization-minimization and parallel processing. (Matlab / CUDA C source codes)
• Comparative study of computational algorithms for the Lasso with high-dimensional, highly correlated data. (Matlab codes)
• Enhanced construction of gene regulatory networks using hub gene information. (R package / Manual)
• Fused Lasso Regression for Identifying differential Correlations in Brain Connectome Graphs (R package / Manual / Precision Matrix, Data set Generation)
• A peeling algorithm for multiple testing on a random field (Datasets / Source codes)
• Truncated Rank Correlation in Mass Spectrometry Data (R package / Manual )