Ronan Hamon

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 12

Top Topics

Negative Matrix Factorization

Network Structure

Spectral Analysis

Noise Sensitivity

Top Venues

J. Complex Networks

Publications

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
Testing autonomous vehicles and AI: perspectives and challenges from cybersecurity, transparency, robustness and fairness. CoRR (2024)
Cecilia Panigutti, Ronan Hamon, Isabelle Hupont, David Fernández Llorca, Delia Fano Yela, Henrik Junklewitz, Salvatore Scalzo, Gabriele Mazzini, Ignacio Sanchez, Josep Soler Garrido, Emilia Gómez
The role of explainable AI in the context of the AI Act. FAccT (2023)
Ronan Hamon, Henrik Junklewitz
Exploring the Feasibility of Physical Adversarial Attacks: A Cybersecurity Study. ECAI (2023)
David Fernández Llorca, Vicky Charisi, Ronan Hamon, Ignacio Sanchez, Emilia Gómez
Liability Regimes in the Age of AI: a Use-Case Driven Analysis of the Burden of Proof. J. Artif. Intell. Res. 76 (2023)
Ronan Hamon, Henrik Junklewitz, Ignacio Sanchez, Gianclaudio Malgieri, Paul de Hert
Bridging the Gap Between AI and Explainability in the GDPR: Towards Trustworthiness-by-Design in Automated Decision-Making. IEEE Comput. Intell. Mag. 17 (1) (2022)
David Fernández Llorca, Vicky Charisi, Ronan Hamon, Ignacio Sanchez, Emilia Gómez
Liability regimes in the age of AI: a use-case driven analysis of the burden of proof. CoRR (2022)
Ronan Hamon, Henrik Junklewitz, Gianclaudio Malgieri, Paul de Hert, Laurent Beslay, Ignacio Sanchez
Impossible Explanations?: Beyond explainable AI in the GDPR from a COVID-19 use case scenario. FAccT (2021)
Valentin Emiya, Ronan Hamon, Caroline Chaux
Being Low-Rank in the Time-Frequency Plane. ICASSP (2018)
Ronan Hamon, Valentin Emiya, Lucas Rencker, Wenwu Wang, Mark D. Plumbley
Assessment of musical noise using localization of isolated peaks in time-frequency domain. ICASSP (2017)
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
Extraction of Temporal Network Structures From Graph-Based Signals. IEEE Trans. Signal Inf. Process. over Networks 2 (2) (2016)
Ronan Hamon, Valentin Emiya, Cédric Févotte
Convex nonnegative matrix factorization with missing data. MLSP (2016)
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
Relabelling vertices according to the network structure by minimizing the cyclic bandwidth sum. J. Complex Networks 4 (4) (2016)
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
Duality between Temporal Networks and Signals: Extraction of the Temporal Network Structures. CoRR (2015)
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
From graphs to signals and back: Identification of network structures using spectral analysis. CoRR (2015)
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
Heuristic for solving cyclic bandwidth sum problem by following the structure of the graph. CoRR (2014)
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
Nonnegative matrix factorization to find features in temporal networks. ICASSP (2014)
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
Networks as signals, with an application to a bike sharing system. GlobalSIP (2013)