Published November 7, 2022
| Version v1
Software
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Codes for "Linearly convergent bilevel optimization with single-step inner methods"
Description
These are the codes for generating the numerical results of the manuscript https://arxiv.org/abs/2205.04862.
Each of the four experiments has its own main file (e.g. main_denoising128.m). The file main.m runs all of the four experiments. Running it may take several hours.
Convergence data is saved into .txt files in the folders data/denoising and data/deblurring. All of the images are saved into folder images.
Files
bilevel_single_step_codes.zip
Files
(95.3 kB)
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md5:eefc81274b0a5d4b946b378f4c0e6556
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Additional details
Related works
- Is cited by
- Preprint: arXiv:2205.04862 (arXiv)
Funding
- Research Council of Finland
- Decoupling preconditioners for non-smooth optimisation and inverse problems 320022
- Research Council of Finland
- Decoupling preconditioners for non-smooth optimisation and inverse problems 314701