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math.OC2023★ 1 cited
On Sparse Canonical Correlation Analysis
Yongchun Li, Santanu S. Dey, Weijun Xie
The classical Canonical Correlation Analysis (CCA) identifies the correlations between two sets of multivariate variables based on their covariance, which has been widely applied i…
math.OC2023★ 1 cited
Sensitivity analysis for mixed binary quadratic programming
Diego Cifuentes, Santanu S. Dey, Jingye Xu
We consider sensitivity analysis for Mixed Binary Quadratic Programs (MBQPs) with respect to changing right-hand-sides (rhs). We show that even if the optimal solution of a given M…