Mathematical optimization is an important branch of applied mathematics. Different classes
of optimization problems are categorized based on their problem structures. While there are …

Uveal melanoma (UM) is the most common primary intraocular malignancy with a limited
five-year survival for metastatic patients. Limited therapeutic treatments are currently …

There is a growing number of multi-domain genomic datasets for human tumors. Multi-
domain data are usually interpreted after separately analyzing single-domain data and …

An approximate joint singular value decomposition algorithm is proposed for a set of K (K≥
2) complex matrices. It can be seen as an orthogonal non-Hermitian approximate joint …

Uveal melanoma (UM) is a rare cancer that is well characterized at the molecular level. Two
to four classes have been identified by the analyses of gene expression (mRNA, ncRNA) …

Abstract The well-known INdividual Differences SCALing (INDSCAL) model is intended for
the simultaneous metric multidimensional scaling (MDS) of several doubly centered …

The rapid progress of single-cell technology has facilitated faster and more cost-effective
acquisition of diverse omics data, enabling biologists to unravel the intricacies of cell …

The l parameterized generalized eigenvalue problems for the nonsquare matrix pencils,
proposed by Chu and Golub [SIAM J. Matrix Anal. Appl., 28 (2006), pp. 770‐787], can be …

This paper develops two novel and fast Riemannian second‐order approaches for solving a
class of matrix trace minimization problems with orthogonality constraints, which is widely …

The truncated singular value decomposition has been widely used in many areas of science
including engineering, and statistics, etc. In this paper, the original truncated complex …