Simon Vary

Research


B. Gao, S. Vary, P. Ablin, P.-A. Absil. Optimization flows landing on the Stiefel manifold, preprint, 2022. [arxiv]

S. Vary, On low-rank plus sparse matrix sensing, DPhil dissertation, 2021. [pdf]

J. Tanner, S. Vary, Compressed sensing of low-rank plus sparse matrices, preprint, 2020. [pdf, arxiv]

J. Tanner, A. Thompson, S. Vary, Matrix rigidity and the ill-posedness of Robust PCA and matrix completion, SIAM Journal on Mathematics of Data Science, 1(3), 537–554, 2019. [doi, arxiv]

G. A. Antonucci, S. Vary, D. Humphreys, R. A. Lamb, J. Piper, J. Tanner, Multispectral snapshot demosaicing via non-convex matrix completion, IEEE Data Science Workshop, 2019. [doi, arxiv]

S. Vary, A. Thompson, D. Humphreys, J. Tanner, R. A. Lamb, A computational approach to hyperspectral imaging for long-range target identification, Proc. SPIE 10644, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery (XXIV), 2018. [doi]

T. Tokar, C. Pastrello, V. R. Ramnarine, C. Zhu, K.J. Craddock, L. A. Pikor, E. A. Vucic, S. Vary, F. A. Shepherd, M. Tsao, W. L. Lam, I. Jurisica, Differentially expressed microRNAs in lung adenocarcinoma invert effects of copy number aberrations of prognostic genes, Oncotarget, 2018. [doi]