Short Bio
Bin Gao is a post-doctoral fellow working with Prof. Pierre-Antoine Absil in the ICTEAM institute at UCLouvain. He got his Ph.D. degree in applied mathematics at University of Chinese Academy of Sciences in 2019, under the advisor Prof. Ya-xiang Yuan. His research interests include numerical methods for optimization problems with orthogonality constraints, especially in electronic structure calculations. He is also interested in Riemannian optimization and parallel/distributed optimization approaches arisen from various science and engineering areas.
Updates
- 2021-03-02: Our preprint “Geometry of the symplectic Stiefel manifold endowed with the Euclidean metric” has been submitted to the conference GSI’21.
- 2021-01-26: Our preprint “New Riemannian preconditioned algorithms for tensor completion via polyadic decomposition” is available online.
- 2021-01-07: Our preprint “Symplectic eigenvalue problem via trace minimization and Riemannian optimization” is available online.
Interests
- Nonlinear Optimization
- Riemannian Optimization
- Parallel/Distributed Computing
- Machine Learning
Education
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Ph.D. in Applied Mathematics, 2019
University of Chinese Academy of Sciences
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B.Sc. in Mathematics, 2014
Sichuan University, China
