Luciano Vinas

Joined

January 2023

Names

Luciano Vinas (Preferred)

Emails

****@g.ucla.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of California, Los Angeles (ucla.edu)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Arash A Amini

2022 – 2025

Expertise

Machine Learning

2020 – 2025

Medical Physics

2020 – 2025

Publications

A CLT for Polynomial GNNs on Community-Based Graphs
Luciano Vinas, Arash A. Amini
- NeurIPS 2025 poster
- Readers: Everyone
Simple GNNs with Low Rank Non-parametric Aggregators
Luciano Vinas, Arash A. Amini
- LoG 2024 Poster
- Readers: Everyone
Simplifying GNN Performance with Low Rank Kernel Models
Luciano Vinas, Arash A. Amini
- Submitted to ICLR 2024
- Readers: Everyone
Sinusoidal Sensitivity Calculation for Line Segment Geometries
Luciano Vinas, Atchar Sudyadhom
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
LapGM: A Multisequence MR Bias Correction and Normalization Model
Luciano Vinas, Arash A. Amini, Jade Fischer, Atchar Sudhyadhom
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Using Machine Learning to Select High-Quality Measurements
Andrew Edmonds, David Brown, Luciano Vinas, Samantha Pagan
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone

Co-Authors