Yury Korolev

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Emailymk30bath.acuk

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Keywords

Applied analysis
Machine learning
Inverse problems
Imaging

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Regularisation theory in the data driven setting
Korolev, Y.
Engineering and Physical Sciences Research Council
1/09/22 → 31/03/24
Project: Research council

12 Article
3 Preprint
1 Chapter in a published conference proceeding
1 Conference article

Eigenvalue Problems in $\mathrm{L}^\infty$: Optimality Conditions, Duality, and Relations with Optimal Transport
Bungert, L. & Korolev, Y., 14 Oct 2022, In: Communications of the American Mathematical Society. 2, 8, 29 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
8 Downloads (Pure)
Eigenvalue problems in 𝐿^{∞}: optimality conditions, duality, and relations with optimal transport
Bungert, L. & Korolev, Y., 14 Oct 2022, In: Communications of the American Mathematical Society. 2, 8, p. 345-373 29 p.
Research output: Contribution to journal › Article › peer-review

Open Access
Gaussian random fields on non-separable Banach spaces
Korolev, Y., Latz, J. & Schönlieb, C-B., 9 Mar 2022.
Research output: Working paper / Preprint › Preprint

File
9 Downloads (Pure)
Image Reconstruction in Light-Sheet Microscopy: Spatially Varying Deconvolution and Mixed Noise
Toader, B., Boulanger, J., Korolev, Y., Lenz, M. O., Manton, J., Schönlieb, C. B. & Mureşan, L., 30 Nov 2022, In: Journal of Mathematical Imaging and Vision . 64, p. 968-992 25 p.
Research output: Contribution to journal › Article › peer-review

Open Access
Two-layer neural networks with values in a Banach space
Korolev, Y., 31 Dec 2022, In: SIAM Journal on Mathematical Analysis. 54, 6, p. 6358-6389 32 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
1 Citation (SciVal)

11 Downloads (Pure)

Yury Korolev

Personal profile

Keywords

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

Regularisation theory in the data driven setting

Eigenvalue Problems in $\mathrm{L}^\infty$: Optimality Conditions, Duality, and Relations with Optimal Transport

Eigenvalue problems in 𝐿^{∞}: optimality conditions, duality, and relations with optimal transport

Gaussian random fields on non-separable Banach spaces

Image Reconstruction in Light-Sheet Microscopy: Spatially Varying Deconvolution and Mixed Noise

Two-layer neural networks with values in a Banach space

Yury Korolev

Personal profile

Keywords

Fingerprint

Collaborations and top research areas from the last five years

Projects

Regularisation theory in the data driven setting

Research output

Eigenvalue Problems in $\mathrm{L}^\infty$: Optimality Conditions, Duality, and Relations with Optimal Transport

Eigenvalue problems in 𝐿^{∞}: optimality conditions, duality, and relations with optimal transport

Gaussian random fields on non-separable Banach spaces

Image Reconstruction in Light-Sheet Microscopy: Spatially Varying Deconvolution and Mixed Noise

Two-layer neural networks with values in a Banach space