Ronan Hamon

According to our database, Ronan Hamon authored at least 17 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Testing autonomous vehicles and AI: perspectives and challenges from cybersecurity, transparency, robustness and fairness.

David Fernández Llorca, Ronan Hamon, Henrik Junklewitz, Kathrin Grosse, Lars Kunze, Patrick Seiniger, Robert Swaim, Nick Reed, Alexandre Alahi, Emilia Gómez, Ignacio Sánchez, Ákos Kriston

CoRR, 2024

Three Challenges to Secure AI Systems in the Context of AI Regulations.

Ronan Hamon, Henrik Junklewitz, Josep Soler Garrido, Ignacio Sánchez

IEEE Access, 2024

2023

Liability Regimes in the Age of AI: a Use-Case Driven Analysis of the Burden of Proof.

David Fernández Llorca, Vicky Charisi, Ronan Hamon, Ignacio Sanchez, Emilia Gómez

J. Artif. Intell. Res., 2023

The role of explainable AI in the context of the AI Act.

Cecilia Panigutti, Ronan Hamon, Isabelle Hupont, David Fernández Llorca, Delia Fano Yela, Henrik Junklewitz, Salvatore Scalzo, Gabriele Mazzini, Ignacio Sánchez, Josep Soler Garrido, Emilia Gómez

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

Exploring the Feasibility of Physical Adversarial Attacks: A Cybersecurity Study.

Ronan Hamon, Henrik Junklewitz

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Bridging the Gap Between AI and Explainability in the GDPR: Towards Trustworthiness-by-Design in Automated Decision-Making.

Ronan Hamon, Henrik Junklewitz, Ignacio Sánchez, Gianclaudio Malgieri, Paul de Hert

IEEE Comput. Intell. Mag., 2022

2021

Impossible Explanations?: Beyond explainable AI in the GDPR from a COVID-19 use case scenario.

Ronan Hamon, Henrik Junklewitz, Gianclaudio Malgieri, Paul de Hert, Laurent Beslay, Ignacio Sánchez

Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

2018

Being Low-Rank in the Time-Frequency Plane.

Valentin Emiya, Ronan Hamon, Caroline Chaux

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Assessment of musical noise using localization of isolated peaks in time-frequency domain.

Ronan Hamon, Valentin Emiya, Lucas Rencker, Wenwu Wang, Mark D. Plumbley

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Extraction of Temporal Network Structures From Graph-Based Signals.

Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet

IEEE Trans. Signal Inf. Process. over Networks, 2016

Relabelling vertices according to the network structure by minimizing the cyclic bandwidth sum.

Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet

J. Complex Networks, 2016

Convex nonnegative matrix factorization with missing data.

Ronan Hamon, Valentin Emiya, Cédric Févotte

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

2015

Duality between Temporal Networks and Signals: Extraction of the Temporal Network Structures.

Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet

CoRR, 2015

From graphs to signals and back: Identification of network structures using spectral analysis.

Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet

CoRR, 2015

2014

Heuristic for solving cyclic bandwidth sum problem by following the structure of the graph.

Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet

CoRR, 2014

Nonnegative matrix factorization to find features in temporal networks.

Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Networks as signals, with an application to a bike sharing system.

Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013