1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2024
Sharp Bounds for Poly-GNNs and the Effect of Graph Noise
Luciano Vinas, Arash A. Amini
We investigate the classification performance of graph neural networks with graph-polynomial features, poly-GNNs, on the problem of semi-supervised node classification. We analyze…
math.ST2023
Step and Smooth Decompositions as Topological Clustering
Luciano Vinas, Arash A. Amini
We investigate a class of recovery problems for which observations are a noisy combination of continuous and step functions. These problems can be seen as non-injective instances o…
physics.med-ph2022★ 1 cited
Sinusoidal Sensitivity Calculation for Line Segment Geometries
Luciano Vinas, Atchar Sudyadhom
Purpose: Provide a closed-form solution to the sinusoidal coil sensitivity model proposed by Kern et al. Solution allows for the precise computations of varied, simulated bias fiel…