Research output per year
Research output per year
Personal profile
Research
I'm a phd students at the department of mathematics at Lth. My research is about numerical methods for differential equations and their applications to optimzation problems in machine learning and artificial intelligence.
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Dive into the research topics where Måns Williamson is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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Convergence and stability analysis of stochastic optimization algorithms
Williamson, M., 2023 Feb 21, Lund University. 104 p.Research output: Thesis › Licentiate Thesis
Open AccessFile58 Downloads (Pure) -
SRKCD: A stabilized Runge–Kutta method for stochastic optimization
Stillfjord, T. & Williamson, M., 2023, In: Journal of Computational and Applied Mathematics. 417, 114575.Research output: Contribution to journal › Article › peer-review
Open Access -
Sub-linear convergence of a stochastic proximal iteration method in Hilbert space
Eisenmann, M., Stillfjord, T. & Williamson, M., 2022 Sept, In: Computational Optimization and Applications. 83, 1, p. 181-210 30 p.Research output: Contribution to journal › Article › peer-review
Open Access
Projects
- 2 Active
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Analysis of numerical methods for optimization problems in machine learning
Williamson, M. & Stillfjord, T.
2019/12/01 → 2024/12/01
Project: Dissertation
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Analysis of numerical methods for optimization problems arising in machine learning
Stillfjord, T., Hansen, E., Eisenmann, M. & Williamson, M.
2019/09/01 → 2024/08/31
Project: Research