Email:
simon.vary@stats.ox.ac.uk
Department: Department of Statistics
Affiliation: University of Oxford
Education:
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DPhil in Mathematics, 2021
University of Oxford
MSc in Math. Modelling and Sci. Computing, 2016
University of Oxford
BSc in Economics and Financial Mathematics, 2015
Comenius University
I am a postdoctoral researcher working with Prof. Patrick Rebeschini on implicit regularisation. My research focus is on fast optimization algorithms in machine learning, in particular, non-convex optimization for inverse problems, such as Robust PCA, compressed sensing, and optimization on Riemannian manifolds.
Previously, I was a visiting lecturer and a postdoctoral researcher at UCLouvain hosted by Prof. Pierre-Antoine Absil and Prof. Julien Hendrickx. I completed my DPhil in the Numerical Analysis Group at the University of Oxford under the supervision of Prof. Jared Tanner, where I worked on low-rank plus sparse matrix sensing with applications in multispectral imaging and remote sensing.