Research output per year
Research output per year
Personal profile
Research
My research interests are in continuous optimization and its applications, e.g., machine learning, control, and finance. Currently, my focus is on the design and performance analysis of first-order algorithms for convex optimization problems.
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Collaborations the last five years
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Research output
- 1 Article
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Automated tight Lyapunov analysis for first-order methods
Upadhyaya, M., Banert, S., Taylor, A. B. & Giselsson, P., 2025, In: Mathematical Programming. 209, 1-2, p. 133-170Research output: Contribution to journal › Article › peer-review
Open Access
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Automatic Lyapunov analysis of optimization algorithms
Giselsson, P. (Researcher), Upadhyaya, M. (Researcher) & Banert, S. (Researcher)
2020/08/20 → …
Project: Research
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AI4GNC: Artificial intelligence techniques for guidance, navigation, and control
Cervin, A. (Researcher), Rantzer, A. (Researcher), Grönqvist, J. (Researcher), Kjellqvist, O. (Researcher), Renganathan, V. (Researcher), Vladu, E. (Researcher) & Upadhyaya, M. (Researcher)
2021/04/01 → 2022/10/31
Project: Commissioned research
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Large-Scale Optimization
Giselsson, P. (PI), Fält, M. (Researcher), Sadeghi, H. (Researcher), Morin, M. (Researcher), Banert, S. (Researcher), Upadhyaya, M. (Researcher), Nilsson, M. (Researcher) & Åkerman, A. (Researcher)
2018/01/01 → 2022/12/31
Project: Research