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.
Fingerprint
Dive into the research topics where Manu Upadhyaya is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
A Lyapunov analysis of Korpelevich’s extragradient method with fast and flexible extensions
Upadhyaya, M., Latafat, P. & Giselsson, P., 2026, (E-pub ahead of print) In: Mathematical Programming.Research output: Contribution to journal › Article › peer-review
Open Access -
The Chambolle–Pock method converges weakly with θ > 1/2 and τ σ∥L∥2 < 4/(1 + 2θ)
Banert, S., Upadhyaya, M. & Giselsson, P., 2026, In: Optimization Letters. 20, 3, p. 503-520Research output: Contribution to journal › Article › peer-review
Open Access -
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 -
Lyapunov analyses for first-order methods: Theory, automation, and algorithm design
Upadhyaya, M., 2025, Lund: Department of Automatic Control, Lund University. 185 p.Research output: Thesis › Doctoral Thesis (compilation)
Open AccessFile202 Downloads (Pure)
-
Automatic Lyapunov analysis of optimization algorithms
Giselsson, P. (Researcher), Upadhyaya, M. (Researcher), Banert, S. (Researcher), Åkerman, A. (Researcher) & Nilsson, M. (Researcher)
2020/08/20 → …
Project: Research
-
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
-
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