ROIPCA: An Online PCA algorithm based on rank-one updates. - Roy Mitz; Yoel Shkolnisky (CoRR, 2019)

Symmetric Rank-One Updates from Partial Spectrum with an Application to Out-of-Sample Extension. - Roy Mitz; Nir Sharon; Yoel Shkolnisky (SIAM J. Matrix Anal. Appl., 2019)

A perturbation based out-of-sample extension framework. - Roy Mitz; Yoel Shkolnisky (CoRR, 2020)

A Perturbation-Based Kernel Approximation Framework. - Roy Mitz; Yoel Shkolnisky (J. Mach. Learn. Res., 2022)