52 citations · 150 across the 24 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
math.NA2019★ 2 cited
Incrementally Updated Spectral Embeddings
Vasileios Charisopoulos, Austin R. Benson, Anil Damle
Several fundamental tasks in data science rely on computing an extremal eigenspace of size , where is the underlying problem dimension. For example, spectral clusterin…
math.NA2019★ 6 cited
Uniform bounds for invariant subspace perturbations
Anil Damle, Yuekai Sun
For a fixed symmetric matrix A and symmetric perturbation E we develop purely deterministic bounds on how invariant subspaces of A and A+E can differ when measured by a suitable "r…
cs.SI2019★ 4 cited
Network interpolation
Thomas Reeves, Anil Damle, Austin R. Benson
Given a set of snapshots from a temporal network we develop, analyze, and experimentally validate a so-called network interpolation scheme. Our method allows us to build a plausibl…