This repository contains my work on Optimal Recovery: the research papers and the accompanying reproducible files. These articles are:
- Radius of Information for Two Intersected Centered Hyperellipsoids and Implications in Optimal Recovery from Inaccurate Data. With S.Foucart. PDF / MATLAB Python
- On the Optimal Recovery of Graph Signals. With S.Foucart and N.Veldt. | PDF / Reproducible
- Optimal recovery from inaccurate data in Hilbert spaces: regularize, but what of the parameter? With S. Foucart. | PDF / Reproducible
- Learning from non-random data in Hilbert spaces: an optimal recovery perspective. With S. Foucart, S. Shahrampour, Y. Wang. | PDF / Reproducible
For a direct access to the paper and zip files of the reproducibles, simply click on the links above. To execute these reproducibles, additional software is sometimes required, in particular:
- in MATLAB, CVX (http://cvxr.com/cvx/) may be necessary;
- in Python, CVXPY (https://www.cvxpy.org/) may be necessary.