Xin Liu
Contact Information
Address: 55, Zhong Guan Cun East Road, Beijing 100190, China
Office: LBB-302, AMSS, CAS
Phone(O): +86-10-8254-1041
Email: liuxin at lsec.cc.ac.cn
Research Interests
My recent research mainly focuses on numerical methods for optimization problems with orthogonality constraints including linear and nonlinear eigenvalue problems. The theoretical and computational studies on nonlinear least squares probems related to phase retrieval, matrix factorization and deep learning always attract my attention. I am also interested in distributed optimiztion approaches which cater to the increasing demands of high performance computing arisen from various science and engineering areas.
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