Research output per year
Research output per year
Search results
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2024
Analyzing inexact hypergradients for bilevel learning
Ehrhardt, M. J. & Roberts, L., 31 Jan 2024, In: IMA Journal of Applied Mathematics. 89, 1, p. 254-278 25 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (SciVal)122 Downloads (Pure) -
Regularization of Inverse Problems: Deep Equilibrium Models versus Bilevel Learning
Riccio, D., Ehrhardt, M. J. & Benning, M., 30 Sept 2025, In: Numerical Algebra, Control and Optimization. 15, 3, p. 506-530 25 p.Research output: Contribution to journal › Article › peer-review
Open Access81 Downloads (Pure) -
Uncertainty quantification in computed tomography pulmonary angiography
Rambojun, A. M., Komber, H., Rossdale, J., Suntharalingam, J., Rodrigues, J. C. L., Ehrhardt, M. J. & Repetti, A., 31 Jan 2024, In: PNAS Nexus. 3, 1, pgad404.Research output: Contribution to journal › Article › peer-review
Open Access -
2023
Imaging With Equivariant Deep Learning: From unrolled network design to fully unsupervised learning
Chen, D., Davies, M., Ehrhardt, M. J., Schonlieb, C. B., Sherry, F. & Tachella, J., 31 Jan 2023, In: IEEE Signal Processing Magazine. 40, 1, p. 134-147 14 p.Research output: Contribution to journal › Article › peer-review
Open Access21 Citations (SciVal) -
VAEs with structured image covariance applied to compressed sensing MRI
Duff, M. A. G., Simpson, I. J. A., Ehrhardt, M. J. & Campbell, N. D. F., 3 Aug 2023, In: Physics in Medicine and Biology. 68, 16, 165008.Research output: Contribution to journal › Article › peer-review
Open Access5 Citations (SciVal) -
2022
Machine learning outperforms clinical experts in classification of hip fractures
Murphy, E., Ehrhardt, B., Gregson, C., Von Arx, O., Hartley, A., Whitehouse, M., Thomas, M., Stenhouse, G., Chesser, T., Budd, C. & Gill, H. S., 8 Feb 2022, In: Scientific Reports. 12, 1, 2058 (2022).Research output: Contribution to journal › Article › peer-review
Open Access27 Citations (SciVal)