Flavio Martinelli

PhD student, EPFL - EPF Lausanne

Joined

January 2023

Names

Flavio Martinelli (Preferred)

Emails

****@epfl.ch (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

EPFL - EPF Lausanne (epfl.ch)

2021 – 2026

Advisors, Relations & Conflicts

Coauthor

Alexander van Meegen

2025 – 2026

PhD Advisor

Wulfram Gerstner

2021 – 2025

PhD Advisor

Johanni Brea

2021 – 2025

Coauthor

Berfin Simsek

2021 – 2024

Expertise

Network Identification

2022 – 2026

Loss Landscapes

2021 – 2026

Computational Neuroscience

2020 – 2026

Publications

Data Augmentation Techniques to Reverse-Engineer Neural Network Weights from Input-Output Queries
Alexander Beiser, Flavio Martinelli, Wulfram Gerstner, Johanni Brea
- CoRR 2025
- Readers: Everyone
Data Augmentation Techniques to Reverse-Engineer Neural Network Weights from Input-Output Queries
Alexander Beiser, Flavio Martinelli, Wulfram Gerstner, Johanni Brea
- UniReps2025
- Readers: Everyone
Measuring and Controlling Solution Degeneracy across Task-Trained Recurrent Neural Networks
Ann Huang, Satpreet Harcharan Singh, Flavio Martinelli, Kanaka Rajan
- UniReps2025
- Readers: Everyone
Measuring and Controlling Solution Degeneracy across Task-Trained Recurrent Neural Networks
Ann Huang, Satpreet Harcharan Singh, Flavio Martinelli, Kanaka Rajan
- NeurReps 2025 Poster
- Readers: Everyone
Flat Channels to Infinity in Neural Loss Landscapes
Flavio Martinelli, Alexander van Meegen, Berfin Simsek, Wulfram Gerstner, Johanni Brea
- CoRR 2025
- Readers: Everyone
Flat Channels to Infinity in Neural Loss Landscapes
Flavio Martinelli, Alexander van Meegen, Berfin Simsek, Wulfram Gerstner, Johanni Brea
- NeurIPS 2025 poster
- Readers: Everyone
Measuring and Controlling Solution Degeneracy across Task-Trained Recurrent Neural Networks
Ann Huang, Satpreet Harcharan Singh, Flavio Martinelli, Kanaka Rajan
- NeurIPS 2025 spotlight
- Readers: Everyone
Expand-and-Cluster: Parameter Recovery of Neural Networks
Flavio Martinelli, Berfin Simsek, Wulfram Gerstner, Johanni Brea
- ICML 2024 Poster
- Readers: Everyone
Expand-and-Cluster: Parameter Recovery of Neural Networks
Flavio Martinelli, Berfin Simsek, Wulfram Gerstner, Johanni Brea
- ICML 2024
- Readers: Everyone
Expand-and-Cluster: Exact Parameter Recovery of Neural Networks
Flavio Martinelli, Berfin Simsek, Johanni Brea, Wulfram Gerstner
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone

View all 15 publications