Kirandeep Kour, M.Sc.
Computational Methods in Systems and Control Theory
Max Planck Institute for Dynamics of Complex Technical Systems
Max Planck Institute for Dynamics of Complex Technical Systems
Main Focus
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Scientific Machine Learning (Project link)
Building computationally efficient and robust tensor models for machine learning
Kernel approximation using low-rank tensor decomposition methods
Tensorised kernel methods (Support Vector Machine)
- Numerical Multi-linear Algebra
Tensor product methods
Tensor train decomposition
Curriculum Vitae
Education
- 01/2018-Present
- Ph.D. student, Otto-von-Guericke-University, Magdeburg, Germany.
- 07/2015-05/2017
- Master of Science in Mathematics, Indian Institute of Technology, Bhubaneswar, India.
- 07/2012-06/2015
- Bachelor of Science (H) in Mathematics, University of Delhi, New-Delhi, India.
Experiences
- 01/2018-Present
- Research fellow, Max Planck Institute for Dynamics of Complex Technical Systems, Magdeburg, Germany.
- 06/2017-07/2017
- Research Project fellow, DST-SERB, Indian Institute of Technology (Indian School of Mines), Dhanbad, India.
- 05/2014-07/2014
- Research intern, Indian Institute of Science Education and Research, Mohali, India.