52 citations · 143 across the 11 of their papers we have counts for
3 papers · 1 filter
Robust and efficient multi-way spectral clustering
Anil Damle, Victor Minden, Lexing Ying
We present a new algorithm for spectral clustering based on a column-pivoted QR factorization that may be directly used for cluster assignment or to provide an initial guess for k-…
A recursive skeletonization factorization based on strong admissibility
Victor Minden, Kenneth L. Ho, Anil Damle +1
We introduce the strong recursive skeletonization factorization (RS-S), a new approximate matrix factorization based on recursive skeletonization for solving discretizations of lin…
Fast spatial Gaussian process maximum likelihood estimation via skeletonization factorizations
Victor Minden, Anil Damle, Kenneth L. Ho +1
Maximum likelihood estimation for parameter-fitting given observations from a Gaussian process in space is a computationally-demanding task that restricts the use of such methods t…