Research output per year
Research output per year
Personal profile
UKÄ subject classification
- Computational Mathematics
Free keywords
- convergence analysis
- time integration
- splitting schemes
- optimisation
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Dive into the research topics where Tony Stillfjord is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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 -
A linear implicit Euler method for the finite element discretization of a controlled stochastic heat equation
Benner, P., Stillfjord, T. & Trautwein, C., 2022, In: IMA Journal of Numerical Analysis. 42, 3, p. 2118-2150 33 p.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 -
SUBLINEAR CONVERGENCE OF A TAMED STOCHASTIC GRADIENT DESCENT METHOD IN HILBERT SPACE
Eisenmann, M. & Stillfjord, T., 2022, In: SIAM Journal on Computing. 51, 4Research output: Contribution to journal › Article › peer-review
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Convergence analysis for the exponential Lie splitting scheme applied to the abstract differential Riccati equation
Stillfjord, T., 2015, (Unpublished) In: Preprint without journal information. 12 p.Research output: Contribution to journal › Article
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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