1.6k citations · 3.9k across the 64 of their papers we have counts for
Showing 2014 · cs.LGShow all
2 papers · 2 filters
cs.LG2014
Eigenvectors of Orthogonally Decomposable Functions
Mikhail Belkin, Luis Rademacher, James Voss
The Eigendecomposition of quadratic forms (symmetric matrices) guaranteed by the spectral theorem is a foundational result in applied mathematics. Motivated by a shared structure f…
cs.LG2014★ 9 cited
The Hidden Convexity of Spectral Clustering
James Voss, Mikhail Belkin, Luis Rademacher
In recent years, spectral clustering has become a standard method for data analysis used in a broad range of applications. In this paper we propose a new class of algorithms for mu…