activity
20152026
most citedA witness function based construction of discriminative models using Hermite polynomials

2 citations · 4 across the 12 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.DM2023

Random Walks, Conductance, and Resistance for the Connection Graph Laplacian

Alexander Cloninger, Gal Mishne, Andreas Oslandsbotn +3

We investigate the concept of effective resistance in connection graphs, expanding its traditional application from undirected graphs. We propose a robust definition of effective r…

cs.LG2023

Semi-Supervised Laplace Learning on Stiefel Manifolds

Chester Holtz, Pengwen Chen, Alexander Cloninger +2

Motivated by the need to address the degeneracy of canonical Laplace learning algorithms in low label rates, we propose to reformulate graph-based semi-supervised learning as a non…