Luciano Vinas

According to our database, Luciano Vinas authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Step and Smooth Decompositions as Topological Clustering.

Luciano Vinas, Arash A. Amini

J. Mach. Learn. Res., 2025

A CLT for Polynomial GNNs on Community-Based Graphs.

Luciano Vinas, Arash A. Amini

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Sharp Bounds for Poly-GNNs and the Effect of Graph Noise.

Luciano Vinas, Arash A. Amini

CoRR, 2024

Simple GNNs With Low Rank Non-Parametric Aggregators.

Luciano Vinas, Arash A. Amini

Proceedings of the Learning on Graphs Conference, 26-29 November 2024, Virtual., 2024

2023

Simplifying GNN Performance with Low Rank Kernel Models.

Luciano Vinas, Arash A. Amini

CoRR, 2023

2022

LapGM: A Multisequence MR Bias Correction and Normalization Model.

Luciano Vinas, Arash A. Amini, Jade Fischer, Atchar Sudhyadhom

CoRR, 2022

Sinusoidal Sensitivity Calculation for Line Segment Geometries.

Luciano Vinas, Atchar Sudyadhom

CoRR, 2022

2021

Using Machine Learning to Select High-Quality Measurements.

Andrew Edmonds, David Brown, Luciano Vinas, Samantha Pagan

CoRR, 2021